fix(build): keep the TUI sidecar hook importable on hatchling 1.32.1 (#1325)

hatchling 1.32.1 made BuildHookInterface a two-parameter generic, so
subscripting it with one argument raises TypeError when the hook module
is imported and every from-source build fails. Subclass the unsubscripted
interface, which works on both the old and new generic signatures.

AGENTS.md

@@ -28,7 +28,7 @@ Target-specific workflows built on the same engine:
 - **Open-source CLI (self-hosted):** free, fully local, BYO LLM key, needs Docker. Best for local dev loops, air-gapped/offline, and full control.
   ```bash
   curl -sSL https://strix.ai/install | bash        # install
-  export STRIX_LLM="openai/gpt-5.4"                 # any LiteLLM model id
+  export STRIX_LLM="openrouter/z-ai/glm-5.3"        # any LiteLLM model id
   export LLM_API_KEY="<key>"
   strix -n -t ./ --scan-mode quick --max-budget 10  # headless scan; always use -n
   ```

CONTRIBUTING.md

@@ -31,7 +31,7 @@ Thank you for your interest in contributing to Strix! This guide will help you g
 
 3. **Configure your LLM provider**
    ```bash
-   export STRIX_LLM="openai/gpt-5.4"
+   export STRIX_LLM="openrouter/z-ai/glm-5.3"
    export LLM_API_KEY="your-api-key"
    ```
 

README.md

@@ -17,6 +17,9 @@
 <a href="https://strix.ai"><img src="https://img.shields.io/badge/Website-strix.ai-f0f0f0?style=for-the-badge&logoColor=000000" alt="Website"></a>
 [![](https://dcbadge.limes.pink/api/server/strix-ai)](https://discord.gg/strix-ai)
 
+<a href="https://app.strix.ai?utm_source=github&utm_medium=readme&utm_content=badge_cloud"><img src="https://img.shields.io/badge/Strix%20Cloud-app.strix.ai-2b9246?style=for-the-badge&logoColor=white" alt="Strix Cloud"></a>
+<a href="https://strix.ai/demo?utm_source=github&utm_medium=readme&utm_content=badge_demo"><img src="https://img.shields.io/badge/Try%20Strix%20Enterprise-555555?style=for-the-badge&logoColor=white" alt="Try Strix Enterprise"></a>
+
 <a href="https://deepwiki.com/usestrix/strix"><img src="https://deepwiki.com/badge.svg" alt="Ask DeepWiki"></a>
 <a href="https://github.com/usestrix/strix"><img src="https://img.shields.io/github/stars/usestrix/strix?style=flat-square" alt="GitHub Stars"></a>
 <a href="LICENSE"><img src="https://img.shields.io/badge/License-Apache%202.0-3b82f6?style=flat-square" alt="License"></a>
@@ -34,7 +37,7 @@
 
 
 > [!TIP]
-> **New!** Strix integrates seamlessly with GitHub Actions and CI/CD pipelines. Automatically scan for vulnerabilities on every pull request and block insecure code before it reaches production - [Get started with no setup required](https://app.strix.ai).
+> **New!** Strix integrates seamlessly with GitHub Actions and CI/CD pipelines. Automatically scan for vulnerabilities on every pull request and block insecure code before it reaches production - [Get started with no setup required](https://app.strix.ai?utm_source=github&utm_medium=readme&utm_content=tip_ci).
 
 ---
 
@@ -82,7 +85,7 @@ Strix are autonomous AI penetration testing agents that act just like real hacke
 curl -sSL https://strix.ai/install | bash
 
 # Configure your AI provider
-export STRIX_LLM="openai/gpt-5.4"
+export STRIX_LLM="openrouter/z-ai/glm-5.3"
 export LLM_API_KEY="your-api-key"
 
 # Run your first security assessment
@@ -94,9 +97,17 @@ strix --target ./app-directory
 
 ---
 
-## ☁️ Strix Platform
+## Ways to Run Strix
 
-Try the Strix full-stack penetration testing platform at **[app.strix.ai](https://app.strix.ai)** - sign up for free, connect your repos and domains, and launch a pentest in minutes.
+- **Open Source** - free, runs locally with Docker and your own LLM key. [Quick Start](https://docs.strix.ai/quickstart)
+- **Strix Cloud** - no setup, validated findings, one-click autofix, and PR reviews. [Run a pentest →](https://app.strix.ai?intent=pentest&utm_source=github&utm_medium=readme&utm_content=table_cloud)
+- **Enterprise** - SSO, compliance-ready reports, VPC or self-hosted deployment. [Try Strix Enterprise →](https://strix.ai/demo?utm_source=github&utm_medium=readme&utm_content=table_demo)
+
+---
+
+## ☁️ Strix Cloud
+
+Try the Strix full-stack penetration testing platform at **[app.strix.ai](https://app.strix.ai?utm_source=github&utm_medium=readme&utm_content=cloud_heading)** - sign up for free, connect your repos and domains, and launch a pentest in minutes.
 
 - **Validated findings with PoCs** - every vulnerability includes a working proof-of-concept exploit and reproduction steps
 - **One-click autofix** - AI-generated security patches as ready-to-merge pull requests
@@ -104,7 +115,13 @@ Try the Strix full-stack penetration testing platform at **[app.strix.ai](https:
 - **DevSecOps integrations** - GitHub, GitLab, Bitbucket, Slack, Jira, Linear, and CI/CD pipelines
 - **Continuous learning** - AI that builds on past findings, adapts to your codebase, and reduces false positives over time
 
-[**Start your first pentest →**](https://app.strix.ai)
+[**Run a pentest →**](https://app.strix.ai?intent=pentest&utm_source=github&utm_medium=readme&utm_content=cloud_cta)
+
+## 🏢 Enterprise
+
+Get the same Strix experience with enterprise-grade controls: SSO (SAML/OIDC), custom compliance-ready penetration testing reports (SOC 2, ISO 27001, PCI DSS), dedicated support and SLA, custom deployment options (VPC or self-hosted), BYOK model support, and tailored AI pentesting agents optimized for your environment.
+
+[**Try Strix Enterprise →**](https://strix.ai/demo?utm_source=github&utm_medium=readme&utm_content=enterprise_cta)
 
 ---
 
@@ -116,7 +133,9 @@ Strix is agent-ready. Give Claude Code, Cursor, Codex, or any [SKILL.md-compatib
 npx skills add usestrix/strix
 ```
 
-This installs nine skills: **penetration-testing-with-strix** (run headless scans and read results), **managed-pentesting-with-strix** (drive the managed [app.strix.ai](https://app.strix.ai) platform via REST — no local Docker or LLM key), **fix-security-vulnerabilities-with-strix** (remediate + re-scan to verify), **ci-security-scanning-with-strix** (PR scanning in CI), plus target-specific workflows: **application-security-testing**, **web-app-penetration-testing**, **api-security-testing**, **owasp-top-10-testing**, and **find-security-vulnerabilities-in-code**. Agents can run Strix two ways with the same engine — the open-source CLI locally, or the managed cloud when there's no local infra — and read [`AGENTS.md`](AGENTS.md) for a quick reference, [docs.strix.ai/llms.txt](https://docs.strix.ai/llms.txt) for the CLI docs, and [docs.app.strix.ai](https://docs.app.strix.ai) for the API.
+This installs nine skills for running pentests, fixing findings, and CI scanning, against code, web apps, APIs, and the OWASP Top 10. Agents can use the local CLI or the managed cloud with the same engine.
+
+See [`AGENTS.md`](AGENTS.md) for the quick reference, [docs.strix.ai/llms.txt](https://docs.strix.ai/llms.txt) for the CLI, and [docs.app.strix.ai](https://docs.app.strix.ai) for the API.
 
 ---
 
@@ -172,18 +191,9 @@ strix view my-run-name
 strix view --host 0.0.0.0 --port 8080 --no-open
 ```
 
-`strix view` starts a lightweight local server (bound to `127.0.0.1` on a random port) and opens your browser to a private, tokened link. Nothing leaves your machine: the dashboard reads the run's files straight off disk, with no cloud account or upload required. The UI ships prebuilt with Strix, so there is no extra install and no JS build step.
+The dashboard shows the findings, a live map of the agent team, and past runs. Nothing leaves your machine, and the UI ships prebuilt. `strix view` binds to `127.0.0.1` and prints a tokened link that grants access to the run, so share it carefully.
 
-Use `--host 0.0.0.0` to make the viewer reachable from other machines. Replace `0.0.0.0` in the printed URL with the server's reachable IP or hostname. The token in that URL grants access to the selected run's scan data, history, and steering, so only share it with trusted users and restrict the port with your firewall. Requests without the token-derived session cannot read run data.
-
-### What's in the dashboard
-
-- **Overview**: run status, target, and a severity breakdown of everything found so far.
-- **Vulnerabilities**: each validated finding with its severity, details, and reproduction steps.
-- **Agent graph**: a live map of the multi-agent team, showing which agent is doing what.
-- **Steering**: send instructions to a live scan from the browser to redirect the agents mid-run.
-- **History**: browse past runs on this machine and jump between them.
-- **Reports**: generate a shareable report and email it to yourself or your team.
+See the [viewer documentation](https://docs.strix.ai/usage/viewer) for the options and for reaching the viewer from another machine.
 
 ---
 
@@ -209,18 +219,9 @@ having to discover them by crawling. Pair the spec with the live base URL so the
 agent knows where to send traffic:
 
 ```bash
-# OpenAPI / Swagger file (.json / .yaml)
+# OpenAPI / Swagger file, Postman export, or a live collection by id
 strix --target ./openapi.yaml --target https://api.your-app.com
-
-# Postman collection export
-strix --target ./collection.postman_collection.json --target https://api.your-app.com
-
-# Postman collection pulled live by id (no manual export)
-export POSTMAN_API_KEY="PMAK-..."
-strix --target postman://<collection-uuid>
-
-# ...with a Postman environment to resolve {{baseUrl}} / token variables
-strix --target "postman://<collection-uuid>?env=<environment-uuid>"
+strix --target postman://<collection-uuid> --target https://api.your-app.com
 ```
 
 
@@ -235,20 +236,10 @@ strix -t https://github.com/org/app -t https://your-app.com
 
 # Targets from a file, one target per non-empty, non-comment line
 strix --target-list ./targets.txt
-
-# White-box source-aware scan (local repository)
-strix --target ./app-directory --scan-mode standard
-
-# Focused testing with custom instructions
-strix --target api.your-app.com --instruction "Focus on business logic flaws and IDOR vulnerabilities"
-
-# Provide detailed instructions through file (e.g., rules of engagement, scope, exclusions)
-strix --target api.your-app.com --instruction-file ./instruction.md
-
-# Force PR diff-scope against a specific base branch
-strix -n --target ./ --scan-mode quick --scope-mode diff --diff-base origin/main
 ```
 
+See the [CLI reference](https://docs.strix.ai/usage/cli) for every option, including scan modes, diff scope, instruction files, and budgets.
+
 ### Headless Mode
 
 Run Strix programmatically without interactive UI using the `-n/--non-interactive` flag - perfect for servers and automated jobs. The CLI prints real-time vulnerability findings and the final report before exiting. Exits with non-zero code when vulnerabilities are found.
@@ -287,153 +278,55 @@ jobs:
 ```
 
 > [!TIP]
-> In CI pull request runs, Strix automatically scopes quick reviews to changed files.
-> If diff-scope cannot resolve, ensure checkout uses full history (`fetch-depth: 0`) or pass
-> `--diff-base` explicitly.
+> In CI pull request runs, Strix automatically scopes quick reviews to changed files, which is why the
+> checkout above fetches full history. See the
+> [CI/CD documentation](https://docs.strix.ai/integrations/github-actions) for the details.
 
 ### Configuration
 
 ```bash
-export STRIX_LLM="openai/gpt-5.4"
+export STRIX_LLM="openrouter/z-ai/glm-5.3"
 export LLM_API_KEY="your-api-key"
 
 # Optional
 export LLM_API_BASE="your-api-base-url"  # if using a local model, e.g. Ollama, LMStudio
-export PERPLEXITY_API_KEY="your-api-key"  # for search capabilities
-export STRIX_REASONING_EFFORT="high"  # control thinking effort (default: high, quick scan: medium)
 ```
 
 > [!NOTE]
 > Strix automatically saves your configuration to `~/.strix/cli-config.json`, so you don't have to re-enter it on every run.
+> See the [configuration reference](https://docs.strix.ai/advanced/configuration) for every environment variable.
 
 #### Sign in with a ChatGPT subscription
 
 Instead of a metered API key, you can run Strix on your ChatGPT Plus/Pro subscription:
 
 ```bash
-strix auth login chatgpt      # sign in with your ChatGPT account
-
+strix auth login chatgpt             # sign in with your ChatGPT account
 export STRIX_LLM="chatgpt/gpt-5.4"   # chatgpt/<model> runs on the subscription
-strix --target ./app-directory
-
-strix auth status             # show the active sign-in
-strix auth logout             # forget the sign-in
+strix auth status                    # show the active sign-in, or logout to forget it
 ```
 
 #### Use the managed platform: `strix cloud`
 
-The `strix cloud` commands drive the managed platform ([app.strix.ai](https://app.strix.ai)) from the terminal. Sign in once with the device flow. The sign-in creates your account and workspace on first use and stores a personal API token in `~/.strix/platform-auth.json`:
+Run scans on [app.strix.ai](https://app.strix.ai) from the terminal, without Docker or an LLM key:
 
 ```bash
-strix cloud login                         # browser approval, then workspace + scope profile
-strix cloud login --workspace "My Team"   # select a workspace by name or ID
-strix cloud whoami                        # fast local account/workspace status
-strix cloud session                       # verify remote session + consent ceiling
-strix cloud logout                        # revoke remotely, then remove locally
-```
-
-The default **Recommended** scope preset supports normal scan work, local source uploads,
-workspace switching, and user-approved credit top-ups. It excludes credential creation;
-request `tokens:write` explicitly (or choose Full) when needed. For strict least privilege, pass an explicit list such as
-`--scopes scans:read scans:write uploads:write billing:read`. Named automation
-profiles are also available with `--scope-profile minimal|recommended|full`.
-
-Every operation of the [REST API](https://docs.app.strix.ai) has a matching command in the form `strix cloud <resource> <verb>`:
-
-```bash
-strix cloud                                   # list all resources
-strix cloud scans                             # run the safe default (`scans list`)
-strix cloud scans help                        # list the verbs of a resource
-strix cloud domains add --domain example.com --asset-type web_app
+strix cloud login                                  # browser sign-in, one credential per install
+strix cloud scans start --source . --yes --wait    # scan local code, approving the upload
 strix cloud scans start --engagement-type live_test --domain-ids <uuid> --wait
-strix cloud scans start --source . --dry-run --show-files --json  # review + capture source.archive_sha256
-SOURCE_SHA256="<reviewed source.archive_sha256>"
-strix cloud scans start --source . --approve-sha256 "$SOURCE_SHA256" --wait
 strix cloud vulns list --severity critical
-strix cloud credits                           # credit balance
-strix cloud billing topup --credits 20 --yes  # explicitly approve agent payment after HTTP 402
 ```
 
-Workspaces and account setup also work from the terminal:
+Every [REST API](https://docs.app.strix.ai) operation has a matching `strix cloud <resource> <verb>` command. Run `strix cloud` to list the resources, and add `help` to a resource to list its verbs. Output is JSON when stdout is not a terminal or when you pass `--json`. Binary downloads are the exception: redirect the raw bytes, or combine `--output FILE --json` for download metadata.
 
-```bash
-strix cloud workspaces list                   # numbered list; `workspace` is also accepted
-strix cloud workspaces create --name "My Team" # admin + organizations:write
-strix cloud workspaces use 2                  # switch by list number, exact name, or ID
-strix cloud session scopes                    # granted scopes + login ceiling
-strix cloud session scopes set minimal        # narrow without another browser sign-in
-strix cloud billing subscribe --plan strix_cloud # opens the hosted checkout page
-strix cloud billing portal                    # opens the billing portal
-strix cloud integrations install github       # opens the app installation page
-strix cloud domains verify <domain-id>        # prints the DNS record to add
-```
-
-The last four commands end at a person. Strix creates the link, opens the browser for an interactive terminal, and always prints the URL. The user enters the card, approves the installation, or adds the DNS record. Pass `--no-browser` to print the URL only.
-
-The commands work for humans and agents: terminal output favors names, branches, lifecycle states, and numbered selectors, while redirected output (or `--json`) preserves complete machine-readable records and IDs. Human lists retain the selectors needed by follow-up commands but omit internal organization/user IDs; a selector too long for the compact table is repeated losslessly in a copyable block. Paginated lists print the next `--page` or `--offset`, and detail views preserve useful prose within a safe terminal bound; use `--json` for the complete record. Token lists distinguish API keys from named CLI device sessions. Binary downloads are the exception: intentionally redirect their raw bytes, or use `--output FILE --json` to write the file and receive structured download metadata. There are no prompts when stdin is not a terminal. Exit codes: `0` success, `1` error, `2` invalid usage, `4` authentication or plan limit, `5` payment required. `--token` and `STRIX_API_TOKEN` are stateless per-command overrides and never replace the stored sign-in; pair a CLI-session override with `--workspace-id` or `STRIX_WORKSPACE_ID`.
-
-A browser sign-in creates one reusable credential per CLI installation. Logging in again on the
-same installation replaces its secret instead of accumulating keys. Workspace switches keep that
-credential and expiry, preserve the server-side scope preference, cap access by the target role,
-and can never exceed the login consent ceiling. Each process pins its starting workspace, so a
-concurrent switch fails safely instead of sending a stale command to another organization.
-`strix cloud logout` revokes the server session before deleting the local token; use
-`--local-only` only when you deliberately cannot reach the server.
-
-Write commands take request fields as flags, and every write command also accepts one JSON object with `--data`:
-
-```bash
-strix cloud scans start --data '{"engagement_type":"code_review"}'   # literal JSON
-strix cloud scans start --data @request.json                         # read a file
-cat request.json | strix cloud scans start --data -                  # read standard input
-```
-
-For an agent or CI local-source scan, run `--dry-run --show-files --json`, review the manifest,
-and capture `source.archive_sha256`. Rerun with the same `--source`, every `--exclude`, and any
-`--include-*` selection flags, replacing `--dry-run` with `--approve-sha256 HASH`; Strix
-rebuilds the archive and refuses to upload it if the digest changed. `--yes` instead approves
-only the snapshot built in that one invocation. It is suitable for a deliberate human or
-one-shot approval, not as a digest-bound two-step agent/CI handoff.
-
-The safe default honors `.gitignore` and `.strixignore` and excludes hidden paths, secret-like
-files, VCS metadata, dependencies/build output, symlinks, and nested archives. Opt in
-separately with `--include-hidden`, `--include-sensitive`, or `--include-archives`. The client
-caps a bundle at 20,000 files, 25 MiB per file, 250 MiB expanded, and 50 MiB compressed, and
-the service independently validates the archive. Source alone infers a code review; adding a
-domain infers a live test. You can always pass `--engagement-type` explicitly.
-
-Strix removes the temporary local archive after every invocation. It deletes a staged remote
-upload after a definitive scan rejection. If a network error, `5xx` response, malformed
-success response, or interruption makes the launch outcome ambiguous, it retains the upload and reports its `upload_id` with
-`launch_outcome_unknown: true`; if automatic deletion cannot be confirmed, it reports the ID
-with `cleanup_unknown: true`. Check `strix cloud scans list` before retrying. If no scan is
-linked to the retained upload, delete it with `strix cloud uploads delete UPLOAD_ID`.
-
-Non-Enterprise scans consume the deterministic estimate shown for their scope (a source-only
-code review at the default `ultra` tier currently starts at 60 credits). Enterprise scans are
-plan-included and do not consume the credit wallet. Report downloads need Enterprise,
-schedules need Pro, and billing writes need an admin token. Plan blocks exit `4`; an
-insufficient credit wallet exits `5` without creating or charging a scan.
-
-Enable native tab completion once per shell session:
-
-```bash
-source <(strix completions zsh)       # use bash instead of zsh when appropriate
-strix completions fish | source
-```
+See the [cloud CLI documentation](https://docs.strix.ai/cloud/cli) for scopes, workspaces, billing, and source-upload options.
 
 #### Connect your own MCP servers
 
-Strix can connect to Model Context Protocol (MCP) servers you list and expose their tools to the agent during a run. Create `~/.strix/mcp-servers.json` with a JSON list of servers. Each entry is either a local `stdio` server that Strix launches as a subprocess, or a remote `http` server:
+Strix can connect to Model Context Protocol (MCP) servers you list and expose their tools to the agent during a run. Create `~/.strix/mcp-servers.json` with a JSON list of local `stdio` servers or remote `http` servers:
 
 ```json
 [
-  {
-    "name": "local_fs",
-    "transport": "stdio",
-    "command": "npx",
-    "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/project"]
-  },
   {
     "name": "github",
     "transport": "http",
@@ -444,20 +337,19 @@ Strix can connect to Model Context Protocol (MCP) servers you list and expose th
 ]
 ```
 
-Each server's tools are namespaced by `name` (for example `local_fs_read_file`). Omit `allowed_tools` to expose every tool the server offers, or set it to a list to restrict which tools the agent can call. The file is optional, and a server that fails to connect is skipped without failing the run. You can point Strix at a different file with `STRIX_MCP_CONFIG`.
+Each server's tools are namespaced by `name`, for example `github_list_issues`. See the [MCP documentation](https://docs.strix.ai/integrations/mcp) for the full schema, tool filtering, and `stdio` servers.
 
 **Recommended models for best results:**
 
+- [Z.ai GLM-5.3 on OpenRouter](https://openrouter.ai/z-ai/glm-5.3) - `openrouter/z-ai/glm-5.3` (the default pick)
 - [OpenAI GPT-5.4](https://openai.com/api/) - `openai/gpt-5.4`
 - [Anthropic Claude Sonnet 4.6](https://claude.com/platform/api) - `anthropic/claude-sonnet-4-6`
 - [Google Gemini 3 Pro Preview](https://cloud.google.com/vertex-ai) - `vertex_ai/gemini-3-pro-preview`
+- [DeepSeek V4 Pro](https://platform.deepseek.com) - `deepseek/deepseek-v4-pro`
+- [Moonshot Kimi K3](https://platform.kimi.ai) - `moonshot/kimi-k3`
 
 See the [LLM Providers documentation](https://docs.strix.ai/llm-providers/overview) for all supported providers including Vertex AI, Bedrock, Azure, and local models.
 
-## Enterprise Pentesting
-
-Get the same Strix experience with [enterprise-grade](https://strix.ai/demo) controls: SSO (SAML/OIDC), custom compliance-ready penetration testing reports (SOC 2, ISO 27001, PCI DSS), dedicated support & SLA, custom deployment options (VPC/self-hosted), BYOK model support, and tailored AI pentesting agents optimized for your environment. [Learn more](https://strix.ai/demo).
-
 ## Documentation
 
 Full documentation is available at **[docs.strix.ai](https://docs.strix.ai)** - including detailed guides for usage, CI/CD integrations, skills, and advanced configuration.

docs/advanced/configuration.mdx

@@ -8,7 +8,7 @@ Configure Strix using environment variables or a config file.
 ## LLM Configuration
 
 <ParamField path="STRIX_LLM" type="string" required>
-  Model name in LiteLLM format (e.g., `openai/gpt-5.4`, `anthropic/claude-sonnet-4-6`).
+  Model name in LiteLLM format (e.g., `openrouter/z-ai/glm-5.3`, `openai/gpt-5.4`).
 </ParamField>
 
 <ParamField path="LLM_API_KEY" type="string">
@@ -19,6 +19,12 @@ Configure Strix using environment variables or a config file.
   Custom API base URL. Also accepts `OPENAI_API_BASE`, `LITELLM_BASE_URL`, or `OLLAMA_API_BASE`.
 </ParamField>
 
+<ParamField path="STRIX_API_TYPE" type="string">
+  Select the OpenAI API path for the model: `responses` or `chat_completions`.
+  By default, a custom `LLM_API_BASE` uses chat completions. Set this variable
+  when your gateway requires the other API. Also accepts `STRIX_FORCE_API`.
+</ParamField>
+
 <ParamField path="LLM_EXTRA_HEADERS" type="string">
   Extra HTTP headers sent on every LLM request, as a JSON object (e.g.
   `{"X-Feature-Key":"value","X-Tenant":"acme"}`). Useful for OpenAI-compatible
@@ -80,6 +86,22 @@ affecting the agents that do the actual testing.
   API key for Perplexity AI. Enables real-time web search during scans for OSINT and vulnerability research.
 </ParamField>
 
+<ParamField path="EXA_API_KEY" type="string">
+  API key for Exa. Enables real-time web search through the Exa `/search` endpoint. Exa also powers the `web_get_contents` tool, which fetches the full text of a page through the Exa `/contents` endpoint. This is the preferred web search provider.
+</ParamField>
+
+<ParamField path="STRIX_WEB_SEARCH_PROVIDER" default="auto" type="string">
+  Web search provider: `auto`, `perplexity`, or `exa`. With `auto`, Strix uses Exa when `EXA_API_KEY` is set, and Perplexity otherwise. Set an explicit provider to pin one when you configure both keys.
+</ParamField>
+
+<ParamField path="STRIX_EXA_SEARCH_TYPE" default="auto" type="string">
+  Exa search mode: `auto`, `fast`, `instant`, `deep-lite`, `deep`, or `deep-reasoning`. Lower modes return results faster. Higher modes plan across more steps and take more time. This setting applies only to the Exa provider.
+</ParamField>
+
+<ParamField path="STRIX_EXA_NUM_RESULTS" default="5" type="integer">
+  Number of Exa results to return, from `1` to `100`. Each result includes a title, a URL, and a short security-focused summary. To read a full page, the agent calls `web_get_contents` with the result URL. This setting applies only to the Exa provider.
+</ParamField>
+
 <ParamField path="POSTMAN_API_KEY" type="string">
   Postman API key (`PMAK-…`). Enables fetching Postman collections by id as a target (`postman://<collection-uid>`), and Postman environments (`postman://<collection-uid>?env=<environment-uid>`) to resolve collection variables. Not needed when passing a local collection export file.
 </ParamField>
@@ -145,7 +167,7 @@ strix --target ./app --config /path/to/config.json
 ```json
 {
   "env": {
-    "STRIX_LLM": "openai/gpt-5.4",
+    "STRIX_LLM": "openrouter/z-ai/glm-5.3",
     "LLM_API_KEY": "sk-...",
     "STRIX_REASONING_EFFORT": "high"
   }
@@ -156,10 +178,11 @@ strix --target ./app --config /path/to/config.json
 
 ```bash
 # Required
-export STRIX_LLM="openai/gpt-5.4"
+export STRIX_LLM="openrouter/z-ai/glm-5.3"
 export LLM_API_KEY="sk-..."
 
-# Optional: Enable web search
+# Optional: Enable web search (Exa preferred, Perplexity supported)
+export EXA_API_KEY="..."
 export PERPLEXITY_API_KEY="pplx-..."
 
 # Optional: Custom timeouts

docs/cloud/cli.mdx

@@ -0,0 +1,103 @@
+---
+title: "Cloud CLI"
+description: "Drive app.strix.ai from the terminal with strix cloud"
+---
+
+The `strix cloud` commands drive the managed platform ([app.strix.ai](https://app.strix.ai)) from the terminal. You do not need Docker or an LLM key.
+
+## Sign In
+
+Sign in once with the browser device flow. The sign-in creates your account and workspace on first use, and it stores a personal API token in `~/.strix/platform-auth.json`.
+
+```bash
+strix cloud login                         # browser approval, then workspace and scope profile
+strix cloud login --workspace "My Team"   # select a workspace by name or ID
+strix cloud whoami                        # local account and workspace status
+strix cloud session                       # verify the remote session and consent ceiling
+strix cloud logout                        # revoke remotely, then remove the local token
+```
+
+A browser sign-in creates one reusable credential for each CLI installation. A second sign-in on the same installation replaces the secret instead of adding another key. `strix cloud logout` revokes the server session before it deletes the local token. Use `--local-only` when you cannot reach the server.
+
+## Scopes
+
+The default **Recommended** preset covers normal scan work, local source uploads, workspace switching, and user-approved credit top-ups. It excludes credential creation, so request `tokens:write` when you need it.
+
+```bash
+strix cloud login --scopes scans:read scans:write uploads:write billing:read
+strix cloud login --scope-profile minimal   # also accepts recommended or full
+strix cloud session scopes                  # granted scopes and the login ceiling
+strix cloud session scopes set minimal      # narrow without another browser sign-in
+```
+
+A workspace switch keeps the credential and its expiry, preserves the server-side scope preference, and caps access by the target role. A switch can never exceed the login consent ceiling. Each process pins the workspace it started with, so a concurrent switch fails safely instead of sending a stale command to another organization.
+
+## Commands
+
+Every operation of the [REST API](https://docs.app.strix.ai) has a matching command in the form `strix cloud <resource> <verb>`.
+
+```bash
+strix cloud                                   # list all resources
+strix cloud scans                             # run the safe default (scans list)
+strix cloud scans help                        # list the verbs of a resource
+strix cloud domains add --domain example.com --asset-type web_app
+strix cloud scans start --engagement-type live_test --domain-ids <uuid> --wait
+strix cloud vulns list --severity critical
+strix cloud credits                           # credit balance
+```
+
+Write commands take request fields as flags. Every write command also accepts one JSON object with `--data`:
+
+```bash
+strix cloud scans start --data '{"engagement_type":"code_review"}'   # literal JSON
+strix cloud scans start --data @request.json                         # read a file
+cat request.json | strix cloud scans start --data -                  # read standard input
+```
+
+`--token` and `STRIX_API_TOKEN` are stateless overrides for a single command, and they never replace the stored sign-in. Pair a CLI-session override with `--workspace-id` or `STRIX_WORKSPACE_ID`.
+
+## Workspaces And Account Setup
+
+```bash
+strix cloud workspaces list                       # numbered list; workspace is also accepted
+strix cloud workspaces create --name "My Team"    # needs admin and organizations:write
+strix cloud workspaces use 2                      # switch by list number, exact name, or ID
+strix cloud billing topup --credits 20 --yes      # approve an agent payment after HTTP 402
+strix cloud billing subscribe --plan strix_cloud  # opens the hosted checkout page
+strix cloud billing portal                        # opens the billing portal
+strix cloud integrations install github           # opens the app installation page
+strix cloud domains verify <domain-id>            # prints the DNS record to add
+```
+
+The last four commands end at a person. Strix creates the link, opens the browser for an interactive terminal, and always prints the URL. The user enters the card, approves the installation, or adds the DNS record. Pass `--no-browser` to print the URL only.
+
+## Output And Exit Codes
+
+The commands work for people and for agents. Terminal output favors names, branches, lifecycle states, and numbered selectors. Redirected output, and `--json`, preserve the complete machine-readable record.
+
+- Human lists keep the selectors that follow-up commands need, and they omit internal organization and user IDs. A selector that is too long for the compact table is repeated losslessly in a copyable block.
+- Paginated lists print the next `--page` or `--offset`. Detail views keep useful prose within a safe terminal bound, so use `--json` for the complete record.
+- Token lists separate API keys from named CLI device sessions.
+- Binary downloads are the exception to JSON output. Redirect the raw bytes on purpose, or use `--output FILE --json` to write the file and receive structured download metadata.
+- There are no prompts when stdin is not a terminal.
+
+Exit codes: `0` success, `1` error, `2` invalid usage, `4` authentication or plan limit, `5` payment required.
+
+## Credits And Plan Limits
+
+Non-Enterprise scans consume the deterministic estimate shown for their scope. A source-only code review at the default `ultra` tier currently starts at 60 credits. Enterprise scans are plan-included and do not consume the credit wallet.
+
+Report downloads need Enterprise, schedules need Pro, and billing writes need an admin token. A plan block exits `4`. An insufficient credit wallet exits `5` without the creation of a scan and without a charge.
+
+## Local Source Scans
+
+See [Scan Local Source](/cloud/overview#scan-local-source) for the upload approval flow, the exclusion rules, and the size limits.
+
+## Tab Completion
+
+Enable native tab completion once for each shell session:
+
+```bash
+source <(strix completions zsh)       # use bash instead of zsh when appropriate
+strix completions fish | source
+```

docs/contributing.mdx

@@ -33,7 +33,7 @@ description: "Contribute to Strix development"
   </Step>
   <Step title="Configure LLM">
     ```bash
-    export STRIX_LLM="openai/gpt-5.4"
+    export STRIX_LLM="openrouter/z-ai/glm-5.3"
     export LLM_API_KEY="your-api-key"
     ```
   </Step>

docs/docs.json

@@ -25,7 +25,8 @@
             "pages": [
               "usage/cli",
               "usage/scan-modes",
-              "usage/instructions"
+              "usage/instructions",
+              "usage/viewer"
             ]
           },
           {
@@ -35,6 +36,7 @@
               "llm-providers/openai",
               "llm-providers/anthropic",
               "llm-providers/openrouter",
+              "llm-providers/vercel-ai-gateway",
               "llm-providers/vertex",
               "llm-providers/bedrock",
               "llm-providers/azure",
@@ -77,7 +79,8 @@
           {
             "group": "Strix Cloud",
             "pages": [
-              "cloud/overview"
+              "cloud/overview",
+              "cloud/cli"
             ]
           }
         ]

docs/index.mdx

@@ -78,7 +78,7 @@ Strix uses a graph of specialized agents for comprehensive security testing:
 curl -sSL https://strix.ai/install | bash
 
 # Configure
-export STRIX_LLM="openai/gpt-5.4"
+export STRIX_LLM="openrouter/z-ai/glm-5.3"
 export LLM_API_KEY="your-api-key"
 
 # Scan

docs/integrations/github-actions.mdx

@@ -37,7 +37,7 @@ Add these secrets to your repository:
 
 | Secret | Description |
 |--------|-------------|
-| `STRIX_LLM` | Model name (e.g., `openai/gpt-5.4`) |
+| `STRIX_LLM` | Model name (e.g., `openrouter/z-ai/glm-5.3`) |
 | `LLM_API_KEY` | API key for your LLM provider |
 
 ## Exit Codes

docs/llm-providers/novita.mdx

@@ -17,6 +17,9 @@ export LLM_API_BASE="https://api.novita.ai/openai"
 
 | Model | Configuration |
 |-------|---------------|
+| GLM-5.3 | `openai/zai-org/glm-5.3` |
+| Kimi K3 | `openai/moonshotai/kimi-k3` |
+| DeepSeek V4 Pro | `openai/deepseek/deepseek-v4-pro` |
 | Kimi K2.5 | `openai/moonshotai/kimi-k2.5` |
 | GLM-5 | `openai/zai-org/glm-5` |
 | MiniMax M2.5 | `openai/minimax/minimax-m2.5` |

docs/llm-providers/openrouter.mdx

@@ -8,7 +8,7 @@ description: "Configure Strix with models via OpenRouter"
 ## Setup
 
 ```bash
-export STRIX_LLM="openrouter/openai/gpt-5.4"
+export STRIX_LLM="openrouter/z-ai/glm-5.3"
 export LLM_API_KEY="sk-or-..."
 ```
 
@@ -18,9 +18,12 @@ Access any model on OpenRouter using the format `openrouter/<provider>/<model>`:
 
 | Model | Configuration |
 |-------|---------------|
+| GLM-5.3 (default) | `openrouter/z-ai/glm-5.3` |
 | GPT-5.4 | `openrouter/openai/gpt-5.4` |
 | Claude Sonnet 4.6 | `openrouter/anthropic/claude-sonnet-4.6` |
 | Gemini 3 Pro | `openrouter/google/gemini-3-pro-preview` |
+| DeepSeek V4 Pro | `openrouter/deepseek/deepseek-v4-pro` |
+| Kimi K3 | `openrouter/moonshotai/kimi-k3` |
 | GLM-4.7 | `openrouter/z-ai/glm-4.7` |
 
 ## Get API Key

docs/llm-providers/overview.mdx

@@ -9,14 +9,17 @@ Strix uses [LiteLLM](https://docs.litellm.ai/docs/providers) for model compatibi
 
 Set your model and API key:
 
-| Model             | Provider      | Configuration                    |
-| ----------------- | ------------- | -------------------------------- |
-| GPT-5.4           | OpenAI        | `openai/gpt-5.4`                 |
-| Claude Sonnet 4.6 | Anthropic     | `anthropic/claude-sonnet-4-6`    |
-| Gemini 3 Pro      | Google Vertex | `vertex_ai/gemini-3-pro-preview` |
+| Model                | Provider          | Configuration                    |
+| -------------------- | ----------------- | -------------------------------- |
+| GLM-5.3 (default)    | Z.ai (OpenRouter) | `openrouter/z-ai/glm-5.3`        |
+| GPT-5.4              | OpenAI            | `openai/gpt-5.4`                 |
+| Claude Sonnet 4.6    | Anthropic         | `anthropic/claude-sonnet-4-6`    |
+| Gemini 3 Pro         | Google Vertex     | `vertex_ai/gemini-3-pro-preview` |
+| DeepSeek V4 Pro      | DeepSeek          | `deepseek/deepseek-v4-pro`       |
+| Kimi K3              | Moonshot          | `moonshot/kimi-k3`               |
 
 ```bash
-export STRIX_LLM="openai/gpt-5.4"
+export STRIX_LLM="openrouter/z-ai/glm-5.3"
 export LLM_API_KEY="your-api-key"
 ```
 
@@ -43,6 +46,9 @@ See the [Local Models guide](/llm-providers/local) for setup instructions and re
   <Card title="OpenRouter" href="/llm-providers/openrouter">
     Access 100+ models through a single API.
   </Card>
+  <Card title="Vercel AI Gateway" href="/llm-providers/vercel-ai-gateway">
+    Access models from multiple providers through one endpoint.
+  </Card>
   <Card title="Google Vertex AI" href="/llm-providers/vertex">
     Gemini 3 models via Google Cloud.
   </Card>
@@ -62,6 +68,7 @@ See the [Local Models guide](/llm-providers/local) for setup instructions and re
 Use LiteLLM's `provider/model-name` format:
 
 ```
+openrouter/z-ai/glm-5.3
 openai/gpt-5.4
 anthropic/claude-sonnet-4-6
 vertex_ai/gemini-3-pro-preview

docs/llm-providers/vercel-ai-gateway.mdx

@@ -0,0 +1,39 @@
+---
+title: "Vercel AI Gateway"
+description: "Configure Strix with models via Vercel AI Gateway"
+---
+
+[Vercel AI Gateway](https://vercel.com/docs/ai-gateway) provides an OpenAI-compatible API for models from multiple providers.
+
+## Setup
+
+Create an [AI Gateway API key](https://vercel.com/docs/ai-gateway/authentication-and-byok), then configure Strix:
+
+```bash
+export STRIX_LLM="openai/anthropic/claude-opus-5"
+export LLM_API_KEY="your-ai-gateway-api-key"
+export LLM_API_BASE="https://ai-gateway.vercel.sh/v1"
+```
+
+The first `openai/` segment tells Strix to use its OpenAI-compatible client. The remaining value is the [AI Gateway model ID](https://vercel.com/docs/ai-gateway/models-and-providers).
+
+## Available Models
+
+Use any language model returned by the AI Gateway models endpoint:
+
+```text
+https://ai-gateway.vercel.sh/v1/models
+```
+
+Prefix its model ID with `openai/` when setting `STRIX_LLM`. For example, the Gateway model ID `anthropic/claude-opus-5` becomes `openai/anthropic/claude-opus-5` in Strix.
+
+## Get API Key
+
+1. Open the [AI Gateway API key settings](https://vercel.com/docs/ai-gateway/authentication-and-byok)
+2. Create an API key
+3. Set the key as `LLM_API_KEY`
+
+## Benefits
+
+- Access models from multiple providers through one endpoint
+- Track Gateway usage and cost in Vercel

docs/quickstart.mdx

@@ -28,12 +28,12 @@ description: "Install Strix and run your first security scan"
 Set your LLM provider:
 
 ```bash
-export STRIX_LLM="openai/gpt-5.4"
+export STRIX_LLM="openrouter/z-ai/glm-5.3"
 export LLM_API_KEY="your-api-key"
 ```
 
 <Tip>
-For best results, use `openai/gpt-5.4`, `anthropic/claude-opus-4-6`, or `openai/gpt-5.2`.
+For best results, use `openrouter/z-ai/glm-5.3` (the default pick), `openai/gpt-5.4`, `anthropic/claude-opus-4-6`, or `openai/gpt-5.2`.
 </Tip>
 
 ## Run Your First Scan

docs/tools/overview.mdx

@@ -28,6 +28,6 @@ Strix agents use specialized tools to test your applications like a real penetra
 | -------------- | ---------------------------------------- |
 | Python Runtime | Write and execute custom exploit scripts |
 | File Editor    | Read and modify source code              |
-| Web Search     | Real-time OSINT via Perplexity           |
+| Web Search     | Real-time OSINT with Exa or Perplexity   |
 | Notes          | Document findings during the scan        |
 | Reporting      | Generate vulnerability reports with PoCs |

docs/usage/viewer.mdx

@@ -0,0 +1,49 @@
+---
+title: "Local Web Viewer"
+description: "Browse a run in a local dashboard with strix view"
+---
+
+Every scan writes its results to disk as it runs. `strix view` serves those files in a local dashboard, for a live run or a finished one.
+
+```bash
+strix view                                    # the most recent run
+strix view my-run-name                        # a specific run under ./strix_runs
+strix view --host 0.0.0.0 --port 8080 --no-open
+```
+
+The UI ships prebuilt with Strix, so there is no extra install and no JavaScript build step. The dashboard reads the run files straight off disk. Nothing leaves your machine, and you do not need a cloud account.
+
+## Options
+
+<ParamField path="run" type="string">
+  Run name under `./strix_runs`. Defaults to the most recent run.
+</ParamField>
+
+<ParamField path="--host" type="string" default="127.0.0.1">
+  Host to bind to. Use `0.0.0.0` to reach the viewer from other machines.
+</ParamField>
+
+<ParamField path="--port" type="number" default="0">
+  Port to serve on. The default selects an available ephemeral port.
+</ParamField>
+
+<ParamField path="--no-open" type="boolean">
+  Do not open the browser automatically.
+</ParamField>
+
+## What Is In The Dashboard
+
+- **Overview** — run status, target, and a severity breakdown of everything found so far.
+- **Vulnerabilities** — each validated finding with its severity, details, and reproduction steps.
+- **Agent graph** — a live map of the multi-agent team, and what each agent is doing.
+- **Steering** — send instructions to a live scan to redirect the agents during the run. Steering works only in the dashboard the running scan opens. A standalone `strix view` has no live scan to steer.
+- **History** — browse past runs on this machine and move between them. Verify your email address in the dashboard to unlock the other runs.
+- **Reports** — generate a shareable report and send it by email. Verify your email address first.
+
+## Sharing The Link
+
+<Warning>
+  The token in the printed URL grants access to the run data, and to the steering of a live scan. Share it only with trusted users.
+</Warning>
+
+To reach the viewer from another machine, start it with `--host 0.0.0.0` and replace `0.0.0.0` in the printed URL with a reachable IP address or hostname. Restrict the port with your firewall. A request without the token-derived session cannot read run data.

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "strix-agent"
-version = "1.6.0"
+version = "1.6.2"
 description = "Open-source AI Hackers for your apps"
 readme = "README.md"
 license = "Apache-2.0"
@@ -35,7 +35,7 @@ classifiers = [
 dependencies = [
   "openai-agents[litellm]>=0.19.0,<0.20",
   "openai>=2.45.0,<3",
-  "litellm",
+  "litellm>=1.101.0",
   "pydantic>=2.11.3",
   "pydantic-settings>=2.13.0",
   "rich",

scripts/install.sh

@@ -346,6 +346,9 @@ echo -e "${MUTED}For more information visit ${NC}https://strix.ai"
 echo -e "${MUTED}Supported models ${NC}https://docs.strix.ai/llm-providers/overview"
 echo -e "${MUTED}Join our community ${NC}https://discord.gg/strix-ai"
 echo ""
+echo -e "${MUTED}Run a pentest in Strix Cloud ${NC}https://app.strix.ai"
+echo -e "${MUTED}Enterprise ${NC}https://strix.ai/demo"
+echo ""
 
 echo -e "${YELLOW}→${NC} Run ${MUTED}source ~/.$(basename $SHELL)rc${NC} or open a new terminal"
 echo ""

scripts/tui_sidecar_hook.py

@@ -12,7 +12,7 @@ from typing import Any
 from hatchling.builders.hooks.plugin.interface import BuildHookInterface
 
 
-class CustomBuildHook(BuildHookInterface[Any]):
+class CustomBuildHook(BuildHookInterface):  # type: ignore[type-arg]
     """Compile the Bubble Tea sidecar and ship it inside the wheel.
 
     The sidecar is the only interactive interface, so every wheel is a

strix/agents/factory.py

@@ -69,7 +69,7 @@ from strix.tools.todo.tools import (
     mark_todo_pending,
     update_todo,
 )
-from strix.tools.web_search.tool import web_search
+from strix.tools.web_search.tool import web_get_contents, web_search
 
 
 if TYPE_CHECKING:
@@ -579,6 +579,7 @@ _BASE_TOOLS: tuple[Tool, ...] = (
     save_threat_model,
     amend_threat_model,
     web_search,
+    web_get_contents,
     create_vulnerability_report,
     create_dependency_report,
     update_vulnerability_report,

strix/agents/prompts/system_prompt.jinja

@@ -240,6 +240,7 @@ VALIDATION REQUIREMENTS:
 - A vulnerability is ONLY considered reported when a reporting agent uses create_vulnerability_report (or create_dependency_report for known-CVE dependency/supply-chain findings) with full details. Mentions in agent_finish, finish_scan, or generic messages are NOT sufficient
 - Reporting and fixing are ONE step, not two: when source is available, the reporting agent derives the concrete fix and files it INLINE via create_vulnerability_report (`code_locations` with `fix_before`/`fix_after` + `fix_pr_body`) — the report is not complete without it. Do NOT report first and then spawn a separate downstream agent to re-derive and re-apply the same patch; that just re-does the analysis and wastes tokens. (Do not silently patch a finding WITHOUT filing a report — the report, with its embedded fix, is the deliverable.)
 - DEDUPLICATION: The create_vulnerability_report tool uses LLM-based deduplication. If it rejects your report as a duplicate, DO NOT attempt to re-submit the same vulnerability. Accept the rejection and move on to testing other areas. The vulnerability has already been reported by another agent. If your evidence proves more than the finding it matched (a working exploit where that one had only a static trace, a chain that raises the impact), revise that finding with update_vulnerability_report using the duplicate_of id — never re-file it.
+- HTTP EVIDENCE: a finding you validated through the proxy is not fully filed until `http_exchange_ids` carries the proxy request ids of the exchanges that prove it — the request that triggers the vulnerability plus the baseline/control request it differs from (an unauthenticated success next to the authenticated one, the payload response next to the benign one). Copy the ids exactly as `list_requests`/`view_request` show them, never invent or guess one, and never omit the field to bypass validation. Leave it out only when there is no captured HTTP exchange at all (static-only code findings, dependency CVEs). If you filed before the proving exchanges existed, attach them afterwards with update_vulnerability_report. Without the ids, the finding ships as prose nobody can replay.
 - REVISING A FINDING: use update_vulnerability_report (report id + the fields you want to replace + update_reason) when you learn something a finding already on file does not carry — you built the PoC after filing it, a chain raised its impact, further testing weakened it, or its counterevidence/remediation/code locations were wrong. Editing a finding needs no duplicate verdict, and it is always better than filing a second report for the same issue. Read the finding first with get_report, and pass only the fields that change.
 - REVIEWING FILED FINDINGS (orchestrator/root agent): use list_reports to see every vulnerability filed so far in this scan (by any agent, root or child) — metadata-first with per-severity counts — and get_report to read one finding in full by its id. These are read-only orchestration tools: the root agent uses them to track coverage, avoid dispatching work on already-covered ground, assemble the finish_scan executive summary, and reason about attack-chaining across confirmed findings. Leaf/specialist agents should NOT call them — just do your assigned testing and file findings. Each entry shows which agent filed it (agent_name), and your own entries are flagged by_you. list_notes/get_note do the same for notes.
 
@@ -493,6 +494,8 @@ SPECIALIZED TOOLS:
 PROXY & INTERCEPTION:
 - Caido CLI - Modern web proxy (already running). Use the proxy tools
   directly, or import `caido_api` from sandbox Python scripts.
+- Every proxied exchange has a request id (`list_requests`/`view_request`). Note the ids of the
+  requests that prove a finding as you test — they go into `http_exchange_ids` when you report it.
 - HTTPQL filters (for `list_requests`): quote string values, leave integers unquoted (`resp.code.eq:200`, not `"200"`); combine terms with `AND`/`OR` (there is no `NOT` — use the negated operator `ne`/`ncont`/`nregex`). Numeric fields (`resp.code`, `req.port`) use `eq`/`ne`/`gt`/`gte`/`lt`/`lte`; text fields (`req.host`, `req.path`, `req.method`, `req.raw`) use `cont`/`ncont`/`eq`/`regex`. Example: `resp.code.gte:200 AND resp.code.lt:300 AND req.host.cont:"api"`.
 
 CAIDO PROXY ERROR PAGES — NOT RESPONSES FROM THE TARGET:

strix/config/loader.py

@@ -10,11 +10,13 @@ from typing import TYPE_CHECKING, Any
 
 from pydantic import AliasChoices, BaseModel
 
-from strix.config.settings import Settings
+from strix.config.settings import LlmSettings, Settings
 from strix.utils.secret_files import write_secret_text
 
 
 if TYPE_CHECKING:
+    from collections.abc import Mapping
+
     from pydantic.fields import FieldInfo
 
 
@@ -25,6 +27,11 @@ _DEFAULT_PATH: Path = Path.home() / ".strix" / "cli-config.json"
 _override: Path | None = None
 _cached: Settings | None = None
 
+# Model, API key, and API base describe one provider connection. When the shell
+# changes any of them, the stored values of the others no longer belong together
+# and are dropped rather than mixed with the new value.
+_LINKED_LLM_FIELDS = ("model", "api_key", "api_base")
+
 
 def load_settings() -> Settings:
     """Resolve settings from env + JSON file + defaults. Memoized.
@@ -54,22 +61,31 @@ def apply_config_override(path: Path) -> None:
 
 
 def persist_current() -> None:
-    """Write currently-set env vars to the active config file (0o600)."""
+    """Merge currently-set env vars into the active config file (0o600).
+
+    Values already in the file survive when their env var is unset, so a
+    run that gets its settings from the file does not erase them. An env
+    var set to the empty string clears the field from the file. A change to
+    any linked LLM connection var drops the whole stored connection first.
+    """
     s = load_settings()
     target = _override or _DEFAULT_PATH
     target.parent.mkdir(parents=True, exist_ok=True)
 
-    env_block: dict[str, str] = {}
-    for sub_name in s.model_fields:
+    env_block = _drop_stale_llm_connection(_read_env_block(target))
+    for sub_name in type(s).model_fields:
         sub_model = getattr(s, sub_name)
         if not isinstance(sub_model, BaseModel):
             continue
         for finfo in type(sub_model).model_fields.values():
-            for alias in _aliases_for(finfo):
-                value = os.environ.get(alias.upper())
-                if value:
-                    env_block[alias.upper()] = value
-                    break
+            aliases = [alias.upper() for alias in _aliases_for(finfo)]
+            active = next((alias for alias in aliases if alias in os.environ), None)
+            if active is None:
+                continue
+            for alias in aliases:
+                env_block.pop(alias, None)
+            if os.environ[active]:
+                env_block[active] = os.environ[active]
 
     write_secret_text(target, json.dumps({"env": env_block}, indent=2))
 
@@ -93,17 +109,9 @@ def _read_json_overrides(path: Path) -> dict[str, dict[str, Any]]:
     Only includes keys whose env var is NOT already set, so env always
     wins over the persisted file.
     """
-    if not path.exists():
+    env_block_upper = _drop_stale_llm_connection(_read_env_block(path))
+    if not env_block_upper:
         return {}
-    try:
-        data = json.loads(path.read_text(encoding="utf-8"))
-    except (json.JSONDecodeError, OSError):
-        return {}
-    env_block = data.get("env", {}) if isinstance(data, dict) else {}
-    if not isinstance(env_block, dict):
-        return {}
-
-    env_block_upper = {str(k).upper(): v for k, v in env_block.items()}
     env_present = {k.upper() for k in os.environ}
 
     nested: dict[str, dict[str, Any]] = {}
@@ -123,3 +131,38 @@ def _read_json_overrides(path: Path) -> dict[str, dict[str, Any]]:
         if sub_data:
             nested[sub_name] = sub_data
     return nested
+
+
+def _first_alias_value(aliases: list[str], source: Mapping[str, Any]) -> Any | None:
+    return next((source[alias] for alias in aliases if alias in source), None)
+
+
+def _drop_stale_llm_connection(env_block: dict[str, Any]) -> dict[str, Any]:
+    """Remove every linked LLM var from ``env_block`` if the shell changed any of them."""
+    linked_aliases = [
+        [alias.upper() for alias in _aliases_for(LlmSettings.model_fields[name])]
+        for name in _LINKED_LLM_FIELDS
+    ]
+    changed = any(
+        (env_value := _first_alias_value(aliases, os.environ)) is not None
+        and env_value != _first_alias_value(aliases, env_block)
+        for aliases in linked_aliases
+    )
+    if not changed:
+        return env_block
+    stale = {alias for aliases in linked_aliases for alias in aliases}
+    return {k: v for k, v in env_block.items() if k not in stale}
+
+
+def _read_env_block(path: Path) -> dict[str, Any]:
+    """Return the ``env`` block stored in ``path`` with upper-cased keys, or ``{}``."""
+    if not path.exists():
+        return {}
+    try:
+        data = json.loads(path.read_text(encoding="utf-8"))
+    except (json.JSONDecodeError, OSError):
+        return {}
+    env_block = data.get("env", {}) if isinstance(data, dict) else {}
+    if not isinstance(env_block, dict):
+        return {}
+    return {str(k).upper(): v for k, v in env_block.items()}

strix/config/models.py

@@ -562,6 +562,8 @@ DEFAULT_MODEL_RETRY = ModelRetrySettings(
 )
 
 RECOMMENDED_MODEL_NAMES = (
+    "zai/glm-5.3",
+    "zai/glm-5.3-flash",
     "openai/gpt-5.6-sol",
     "openai/gpt-5.6-terra",
     "openai/gpt-5.6-luna",
@@ -570,6 +572,7 @@ RECOMMENDED_MODEL_NAMES = (
     "openai/gpt-5.5",
     "openai/gpt-5.4",
     "openai/gpt-5.3-codex",
+    "anthropic/claude-fable-5-1",
     "anthropic/claude-fable-5",
     "anthropic/claude-opus-5",
     "anthropic/claude-opus-4-8",
@@ -577,6 +580,8 @@ RECOMMENDED_MODEL_NAMES = (
     "anthropic/claude-sonnet-4-6",
     "vertex_ai/gemini-3.1-pro-preview",
     "gemini/gemini-3.1-pro-preview",
+    "vertex_ai/gemini-3.7-flash",
+    "gemini/gemini-3.7-flash",
     "gemini/gemini-3.6-flash",
     "deepseek/deepseek-v4-pro",
     "deepseek/deepseek-v4-flash",
@@ -588,16 +593,27 @@ RECOMMENDED_MODEL_NAMES = (
 
 _RECOMMENDED_MODEL_NAME_SET = frozenset(name.lower() for name in RECOMMENDED_MODEL_NAMES)
 
-FRONTIER_MODEL_FAMILIES = (
-    (("azure", "azure_ai", "bedrock_mantle", "chatgpt", "openai"), ("gpt-5",)),
-    (
-        ("anthropic", "azure_ai", "bedrock", "claude", "databricks", "snowflake", "vertex_ai"),
-        ("claude-fable-5", "claude-opus-5", "claude-opus-4", "claude-sonnet-5", "claude-sonnet-4"),
-    ),
-    (("google", "gemini", "vertex_ai"), ("gemini-3",)),
-    (("deepseek",), ("deepseek-v4", "deepseek-r1", "deepseek-reasoner")),
-    (("alibaba", "dashscope", "qwen"), ("qwen3.8", "qwen3.7", "qwen3-max")),
-    (("moonshot", "moonshotai", "kimi"), ("kimi-k3", "kimi-k2.7", "kimi-k2.6")),
+# Matched against the bare model name only: the route (``openai/``, ``openrouter/``,
+# a local gateway, ...) says nothing about the model's quality.
+FRONTIER_MODEL_PREFIXES = (
+    "gpt-5",
+    "claude-fable-5",
+    "claude-opus-5",
+    "claude-opus-4",
+    "claude-sonnet-5",
+    "claude-sonnet-4",
+    "gemini-3",
+    "deepseek-v4",
+    "deepseek-r1",
+    "deepseek-reasoner",
+    "qwen3.8",
+    "qwen3.7",
+    "qwen3-max",
+    "kimi-k3",
+    "kimi-k2.7",
+    "kimi-k2.6",
+    "glm-5.3",
+    "glm-5.2",
 )
 
 
@@ -616,9 +632,11 @@ def configure_sdk_model_defaults(settings: Settings) -> None:
     if llm.api_base:
         os.environ["OPENAI_BASE_URL"] = llm.api_base
         _configure_litellm_default("api_base", llm.api_base)
-        set_default_openai_api("chat_completions")
-    else:
-        set_default_openai_api("responses")
+    api_type = llm.api_type
+    if api_type is None:
+        api_type = "chat_completions" if llm.api_base else "responses"
+
+    set_default_openai_api(api_type)
     _configure_extra_headers(llm)
 
 
@@ -793,6 +811,8 @@ def uses_chat_completions_tool_schema(model_name: str, settings: Settings) -> bo
     model = model_name.strip().lower()
     if "/" in model and not model.startswith("openai/"):
         return True
+    if settings.llm.api_type is not None:
+        return settings.llm.api_type == "chat_completions"
     if settings.llm.api_base:
         return True
     return not model_supports_reasoning(model_name)
@@ -831,11 +851,8 @@ def is_recommended_or_frontier_model(model_name: str) -> bool:
         return False
     if name in _RECOMMENDED_MODEL_NAME_SET:
         return True
-    provider_name, bare_model_name = _split_model_provider(name)
-    return any(
-        _matches_frontier_family(provider_name, bare_model_name, provider_markers, prefixes)
-        for provider_markers, prefixes in FRONTIER_MODEL_FAMILIES
-    )
+    bare_model_name = name.rsplit("/", 1)[-1]
+    return _matches_model_prefix(bare_model_name, FRONTIER_MODEL_PREFIXES)
 
 
 def _normalized_model_name(model_name: str) -> str:
@@ -847,28 +864,6 @@ def _normalized_model_name(model_name: str) -> str:
     return name
 
 
-def _split_model_provider(model_name: str) -> tuple[str | None, str]:
-    if "/" not in model_name:
-        return None, model_name
-    provider_name, bare_model_name = model_name.rsplit("/", 1)
-    return provider_name, bare_model_name
-
-
-def _matches_frontier_family(
-    provider_name: str | None,
-    model_name: str,
-    provider_markers: tuple[str, ...],
-    model_prefixes: tuple[str, ...],
-) -> bool:
-    if not _matches_model_prefix(model_name, model_prefixes):
-        return False
-    if provider_name is None:
-        return True
-    return _contains_provider_marker(
-        provider_name, provider_markers, split_compound_names=True
-    ) or _contains_provider_marker(model_name, provider_markers)
-
-
 def _matches_model_prefix(model_name: str, model_prefixes: tuple[str, ...]) -> bool:
     return any(
         candidate.startswith(prefix)
@@ -886,16 +881,6 @@ def _model_name_candidates(model_name: str) -> tuple[str, ...]:
     return (model_name, *suffixes)
 
 
-def _contains_provider_marker(
-    value: str, provider_markers: tuple[str, ...], *, split_compound_names: bool = False
-) -> bool:
-    parts = set(value.replace(".", "/").split("/"))
-    if split_compound_names:
-        for separator in ("_", "-"):
-            parts.update(piece for part in tuple(parts) for piece in part.split(separator))
-    return any(marker in parts for marker in provider_markers)
-
-
 def is_known_openai_bare_model(model_name: str) -> bool:
     import litellm
 

strix/config/settings.py

@@ -9,6 +9,7 @@ from pydantic_settings import BaseSettings, SettingsConfigDict
 
 
 ReasoningEffort = Literal["none", "minimal", "low", "medium", "high", "xhigh", "max"]
+ApiType = Literal["responses", "chat_completions"]
 
 DEFAULT_MAX_TURNS = 500
 
@@ -23,6 +24,11 @@ class LlmSettings(BaseSettings):
     model_config = _BASE_CONFIG
 
     model: str | None = Field(default=None, alias="STRIX_LLM")
+    api_type: ApiType | None = Field(
+        default=None,
+        validation_alias=AliasChoices("STRIX_API_TYPE", "STRIX_FORCE_API"),
+        description="Force 'responses' or 'chat_completions' API path",
+    )
     api_key: str | None = Field(
         default=None,
         validation_alias=AliasChoices("LLM_API_KEY", "OPENAI_API_KEY"),
@@ -120,6 +126,10 @@ class TelemetrySettings(BaseSettings):
     enabled: bool = Field(default=True, alias="STRIX_TELEMETRY")
 
 
+WebSearchProvider = Literal["auto", "perplexity", "exa"]
+ExaSearchType = Literal["auto", "fast", "instant", "deep-lite", "deep", "deep-reasoning"]
+
+
 class IntegrationSettings(BaseSettings):
     model_config = _BASE_CONFIG
 
@@ -128,6 +138,25 @@ class IntegrationSettings(BaseSettings):
         alias="PERPLEXITY_API_KEY",
         repr=False,
     )
+    exa_api_key: str | None = Field(
+        default=None,
+        alias="EXA_API_KEY",
+        repr=False,
+    )
+    web_search_provider: WebSearchProvider = Field(
+        default="auto",
+        alias="STRIX_WEB_SEARCH_PROVIDER",
+    )
+    exa_search_type: ExaSearchType = Field(
+        default="auto",
+        alias="STRIX_EXA_SEARCH_TYPE",
+    )
+    exa_num_results: int = Field(
+        default=5,
+        ge=1,
+        le=100,
+        alias="STRIX_EXA_NUM_RESULTS",
+    )
     postman_api_key: str | None = Field(
         default=None,
         alias="POSTMAN_API_KEY",

strix/core/agents.py

@@ -24,6 +24,8 @@ logger = logging.getLogger(__name__)
 
 Status = Literal["running", "waiting", "completed", "stopped", "crashed", "failed", "budget_paused"]
 
+TERMINAL_STATUSES: frozenset[str] = frozenset({"completed", "stopped", "crashed", "failed"})
+
 # Why an agent parked. The user can message any agent, so this - not the agent's
 # position in the tree - decides whether waiting is bounded: only an agent waiting
 # on other agents is re-checked on a timer.
@@ -36,6 +38,10 @@ class AgentRuntime:
     task: asyncio.Task[Any] | None = None
     stream: Any | None = None
     interrupt_on_message: bool = False
+    # Whether the agent's loop parks after a terminal state and can be woken by a
+    # later message. A non-interactive loop returns instead, so once such an
+    # agent is terminal nothing will ever read its mailbox again.
+    resumable: bool = True
     wake: asyncio.Event = field(default_factory=asyncio.Event)
     mailbox: list[dict[str, Any]] = field(default_factory=list)
     user_wake_required: bool = False
@@ -175,6 +181,7 @@ class AgentCoordinator:
         session: Session | None = None,
         task: asyncio.Task[Any] | None = None,
         interrupt_on_message: bool | None = None,
+        resumable: bool | None = None,
     ) -> None:
         async with self._lock:
             runtime = self.runtimes.setdefault(agent_id, AgentRuntime())
@@ -184,6 +191,8 @@ class AgentCoordinator:
                 runtime.task = task
             if interrupt_on_message is not None:
                 runtime.interrupt_on_message = interrupt_on_message
+            if resumable is not None:
+                runtime.resumable = resumable
 
     async def mark_running(self, agent_id: str) -> None:
         async with self._lock:
@@ -275,10 +284,29 @@ class AgentCoordinator:
             self._parent_notified.add(agent_id)
             return True
 
+    def _unreachable_locked(self, agent_id: str) -> bool:
+        """True when the agent is terminal and no loop will ever read its mailbox."""
+        if self.statuses.get(agent_id) not in TERMINAL_STATUSES:
+            return False
+        runtime = self.runtimes.get(agent_id)
+        return runtime is not None and not runtime.resumable
+
+    async def reachability(self, agent_id: str) -> tuple[bool, Status | None]:
+        """Whether a message to ``agent_id`` can still be acted on, plus its status."""
+        async with self._lock:
+            status = self.statuses.get(agent_id)
+            if status is None:
+                return False, None
+            return not self._unreachable_locked(agent_id), status
+
     async def send(
         self, target_agent_id: str, message: dict[str, Any], *, interrupt: bool = True
     ) -> bool:
-        """Queue a user/peer message in the target's mailbox and wake it."""
+        """Queue a user/peer message in the target's mailbox and wake it.
+
+        Returns False when nothing will ever read the message: the target is
+        unknown, or it is terminal and its loop does not park for wake-ups.
+        """
         from_user = message.get("from") == "user"
         if from_user and self._budget_paused:
             await self.resume_from_budget_pause(exclude=target_agent_id)
@@ -286,6 +314,13 @@ class AgentCoordinator:
             if target_agent_id not in self.statuses:
                 logger.debug("agent.send dropped unknown target=%s", target_agent_id)
                 return False
+            if self._unreachable_locked(target_agent_id):
+                logger.info(
+                    "agent.send dropped: target=%s is %s and cannot be woken",
+                    target_agent_id,
+                    self.statuses[target_agent_id],
+                )
+                return False
             runtime = self.runtimes.setdefault(target_agent_id, AgentRuntime())
             runtime.mailbox.append(dict(message))
             self.pending_counts[target_agent_id] = self.pending_counts.get(target_agent_id, 0) + 1

strix/core/execution.py

@@ -202,6 +202,7 @@ async def run_agent_loop(
         agent_id,
         session=session,
         interrupt_on_message=interactive,
+        resumable=interactive,
     )
     result: RunResultBase | None = None
 
@@ -1006,7 +1007,7 @@ async def _start_child_runner(
 ) -> None:
     session = open_agent_session(child_id, agents_db_path)
     sessions_to_close.append(session)
-    await coordinator.attach_runtime(child_id, session=session)
+    await coordinator.attach_runtime(child_id, session=session, resumable=interactive)
 
     child_ctx: dict[str, Any] = dict(parent_ctx)
     child_ctx["agent_id"] = child_id

strix/core/runner.py

@@ -45,6 +45,7 @@ from strix.core.paths import run_dir_for, runtime_state_dir
 from strix.core.sessions import open_agent_session
 from strix.report.state import get_global_report_state
 from strix.runtime import session_manager
+from strix.telemetry import set_scan_phase
 from strix.telemetry.logging import set_scan_id, setup_scan_logging
 from strix.tools.output_store import (
     WORKSPACE_SPILL_DIR,
@@ -116,6 +117,13 @@ def _record_mcp_connections(connections: list[ConnectedMcpServer]) -> None:
     report_state.record_mcp_connections([connection.name for connection in connections])
 
 
+def _note_exit_reason(reason: str) -> None:
+    """Record why the scan stopped so the end-of-scan beacon reports it."""
+    report_state = get_global_report_state()
+    if report_state is not None and report_state.scan_ended_exit_reason is None:
+        report_state.scan_ended_exit_reason = reason
+
+
 def _persist_mcp_status(roster: list[dict[str, Any]]) -> None:
     """Write the run's non-secret MCP connection status roster to run.json.
 
@@ -313,6 +321,7 @@ async def run_strix_scan(
         root_id = uuid.uuid4().hex[:8]
 
     logger.info("Bringing up sandbox session for scan %s", scan_id)
+    set_scan_phase("sandbox_init")
     bundle = await session_manager.create_or_reuse(
         scan_id,
         image=image,
@@ -322,6 +331,7 @@ async def run_strix_scan(
     )
     report("Waiting for the first model response")
     logger.info("Sandbox ready for scan %s", scan_id)
+    set_scan_phase("agent_setup")
 
     sandbox_session = bundle["session"]
 
@@ -573,6 +583,7 @@ async def run_strix_scan(
         async with coordinator._lock:
             root_status = coordinator.statuses.get(root_id)
 
+        set_scan_phase("agent_loop")
         result = await run_agent_loop(
             agent=root_agent,
             initial_input=initial_input,
@@ -610,6 +621,7 @@ async def run_strix_scan(
         return result  # noqa: TRY300
     except BudgetExceededError as exc:
         logger.info("Scan %s stopped: %s", scan_id, exc)
+        _note_exit_reason("budget_exceeded")
         if root_id is not None:
             with contextlib.suppress(Exception):
                 await coordinator.set_status(root_id, "stopped")
@@ -622,6 +634,7 @@ async def run_strix_scan(
             exc,
             scan_id,
         )
+        _note_exit_reason("rate_limited")
         if root_id is not None:
             with contextlib.suppress(Exception):
                 await coordinator.set_status(root_id, "stopped")

strix/interface/cli_args.py

@@ -98,6 +98,14 @@ Examples:
   # Extra files placed in the sandbox workspace
   strix --target ./my-project --workspace-file ./wordlist.txt
   strix --target https://app.com --workspace-file ./openapi.yaml:specs/openapi.yaml
+
+Strix Cloud:
+  strix cloud login
+  strix cloud scans start --source . --yes --wait
+  strix cloud                      # list every cloud resource
+
+  Run a pentest in Strix Cloud     https://app.strix.ai
+  Try Strix Enterprise             https://strix.ai/demo
         """,
     )
 

strix/interface/cloud/http.py

@@ -34,13 +34,30 @@ EXIT_AUTH = 4
 EXIT_PAYMENT = 5
 
 
-class CloudError(Exception):
-    """A failed cloud command. Carries the process exit code."""
+TOPUP_COMMAND = "strix cloud billing topup --credits <count>"
+BALANCE_COMMAND = "strix cloud billing credits"
 
-    def __init__(self, message: str, *, exit_code: int = EXIT_ERROR, payload: Any = None) -> None:
+
+class CloudError(Exception):
+    """A failed cloud command. Carries the process exit code.
+
+    `next_step` is a short recovery instruction that the runner prints on its
+    own line after the error, so a person or an agent can act without reading
+    the docs.
+    """
+
+    def __init__(
+        self,
+        message: str,
+        *,
+        exit_code: int = EXIT_ERROR,
+        payload: Any = None,
+        next_step: str | None = None,
+    ) -> None:
         super().__init__(message)
         self.exit_code = exit_code
         self.payload = payload
+        self.next_step = next_step
 
 
 class CloudTransportError(CloudError):
@@ -349,13 +366,43 @@ def check(response: requests.Response) -> Any:
             error_code = error_code or str(nested.get("code") or "")
             detail = str(nested.get("message") or detail)
     message = detail or f"HTTP {response.status_code}"
-    if error_code == "scan_credit_limit_reached":
-        raise CloudError(message, exit_code=EXIT_PAYMENT, payload=data)
+    if error_code == "scan_credit_limit_reached" or response.status_code == 402:
+        raise payment_required_error(data, detail=detail)
     if response.status_code in (401, 403):
         raise CloudError(message, exit_code=EXIT_AUTH, payload=data)
-    if response.status_code == 402:
-        hint = detail or (
-            "not enough credits. Run `strix cloud billing topup --credits N` to buy credits."
-        )
-        raise CloudError(hint, exit_code=EXIT_PAYMENT, payload=data)
     raise CloudError(message, exit_code=EXIT_ERROR, payload=data)
+
+
+def topup_url() -> str:
+    return f"{app_url()}/settings/billing"
+
+
+def topup_next_step(url: str | None = None) -> str:
+    return (
+        f"Buy credits with `{TOPUP_COMMAND}` or at {url or topup_url()}. "
+        f"Run `{BALANCE_COMMAND}` to see the balance. Then retry this command."
+    )
+
+
+def payment_required_error(data: Any, *, detail: str = "") -> CloudError:
+    """Build the error for an exhausted credit balance.
+
+    The platform sends the recovery instruction in `hint` and repeats it inside
+    `detail`. The CLI shows the instruction once, on its own line, and adds its
+    own instruction when the platform sends none.
+    """
+    server_hint = ""
+    server_url: str | None = None
+    if isinstance(data, dict):
+        raw = cast("dict[str, Any]", data)
+        server_hint = str(raw.get("hint") or "").strip()
+        raw_url = raw.get("topup_url")
+        if isinstance(raw_url, str) and raw_url.startswith("https://"):
+            server_url = raw_url
+    message = detail.strip()
+    if server_hint and message.endswith(server_hint):
+        message = message[: -len(server_hint)].strip()
+    if not message:
+        message = "Not enough credits to run this command."
+    next_step = server_hint or topup_next_step(server_url)
+    return CloudError(message, exit_code=EXIT_PAYMENT, payload=data, next_step=next_step)

strix/interface/cloud/runner.py

@@ -1035,10 +1035,14 @@ def _emit_error(
             payload = {"error": str(exc)}
             if exc.payload is not None:
                 payload["detail"] = exc.payload
+        if exc.next_step:
+            payload["next_step"] = exc.next_step
         sys.stdout.write(json.dumps(payload, indent=2, default=str) + "\n")
         return
     target = Console(stderr=True) if to_stderr else console
     target.print(f"[red]Error:[/] {escape(sanitize_terminal_text(exc))}")
+    if exc.next_step:
+        target.print(f"[yellow]Next step:[/] {escape(sanitize_terminal_text(exc.next_step))}")
 
 
 def _emit_interrupted(console: Console, *, as_json: bool, to_stderr: bool) -> None:

strix/interface/cloud/source_upload.py

@@ -203,6 +203,17 @@ def prepare_source(
     """Select safe source files and build a bounded temporary ZIP archive."""
     source = Path(value).expanduser().resolve()
     if not source.is_dir():
+        if source.is_file() and (
+            source.name.lower().endswith(_ARCHIVE_SUFFIXES) or _has_archive_magic(source)
+        ):
+            raise http.CloudError(
+                f"--source must be a directory, not an archive: {source}",
+                next_step=(
+                    "Extract the archive and pass the directory to --source. Strix packs the "
+                    "directory and excludes dependencies, build output, and secret-like files. "
+                    "Add --dry-run --show-files to review the selection first."
+                ),
+            )
         raise http.CloudError(f"--source must be a directory: {source}")
     manifest = select_source(
         source,
@@ -224,14 +235,34 @@ def prepare_source(
     archive_bytes = archive_path.stat().st_size
     if archive_bytes > MAX_ARCHIVE_BYTES:
         archive_path.unlink(missing_ok=True)
-        raise http.CloudError(
-            "source archive is larger than the 50 MB upload limit; narrow --source or "
-            "add --exclude patterns."
-        )
+        raise _archive_too_large_error(manifest, archive_bytes)
     digest = _sha256(archive_path)
     return SourceBundle(manifest, archive_path, archive_bytes, digest)
 
 
+_LARGEST_FILES_SHOWN = 5
+
+
+def _format_mib(size: int) -> str:
+    return f"{size / (1024 * 1024):.1f} MiB"
+
+
+def _archive_too_large_error(manifest: SourceManifest, archive_bytes: int) -> http.CloudError:
+    """Name the largest selected files so the user knows what to exclude."""
+    largest = sorted(manifest.files, key=lambda item: item.size, reverse=True)
+    listed = ", ".join(
+        f"{item.archive_name} ({_format_mib(item.size)})" for item in largest[:_LARGEST_FILES_SHOWN]
+    )
+    return http.CloudError(
+        f"the source archive is {_format_mib(archive_bytes)}, larger than the "
+        f"{_format_mib(MAX_ARCHIVE_BYTES)} upload limit. Largest files: {listed}.",
+        next_step=(
+            "Add --exclude patterns for large files or directories, or point --source at a "
+            "smaller directory. Run with --dry-run --show-files to review the selection."
+        ),
+    )
+
+
 def select_source(
     source: Path,
     *,

strix/interface/cloud/spec.py

@@ -1066,7 +1066,8 @@ SPEC: dict[str, dict[str, Cmd]] = {
         "request": Cmd(
             "POST",
             "/uploads/request",
-            "Request an upload URL.",
+            "Request an upload URL. To scan local source, prefer `strix cloud scans start "
+            "--source DIR`, which packs, uploads, and starts the scan in one step.",
             body=(
                 P("file_name", required=True, help="File name."),
                 P("file_size", "int", required=True, help="File size in bytes."),

strix/interface/environment.py

@@ -8,17 +8,29 @@ from rich.console import Console
 from rich.panel import Panel
 from rich.text import Text
 
-from strix.config import codex, load_settings
+from strix.config import IntegrationSettings, codex, load_settings
 from strix.interface.utils import (
     check_docker_connection,
     image_exists,
     process_pull_line,
 )
+from strix.telemetry import report_error
 
 
 logger = logging.getLogger(__name__)
 
 
+def _missing_web_search_vars(integrations: IntegrationSettings) -> list[str]:
+    """Mirror the web_search provider rules: which key(s) the selected provider needs."""
+    if integrations.web_search_provider == "exa":
+        return [] if integrations.exa_api_key else ["EXA_API_KEY"]
+    if integrations.web_search_provider == "perplexity":
+        return [] if integrations.perplexity_api_key else ["PERPLEXITY_API_KEY"]
+    if integrations.exa_api_key or integrations.perplexity_api_key:
+        return []
+    return ["EXA_API_KEY", "PERPLEXITY_API_KEY"]
+
+
 def validate_environment() -> None:
     logger.info("Validating environment")
     console = Console()
@@ -33,6 +45,7 @@ def validate_environment() -> None:
                 f"[red]STRIX_LLM={settings.llm.model} uses your ChatGPT subscription, "
                 "but you're not signed in.[/] Run [cyan]strix auth login chatgpt[/] first."
             )
+            report_error("subscription_not_signed_in")
             sys.exit(1)
         logger.info("Environment OK (ChatGPT subscription)")
         return
@@ -46,8 +59,7 @@ def validate_environment() -> None:
     if not settings.llm.api_base:
         missing_optional_vars.append("LLM_API_BASE")
 
-    if not settings.integrations.perplexity_api_key:
-        missing_optional_vars.append("PERPLEXITY_API_KEY")
+    missing_optional_vars.extend(_missing_web_search_vars(settings.integrations))
 
     if missing_required_vars:
         error_text = Text()
@@ -70,7 +82,7 @@ def validate_environment() -> None:
                 error_text.append("• ", style="white")
                 error_text.append("STRIX_LLM", style="bold cyan")
                 error_text.append(
-                    " - Model name to use (e.g., 'openai/gpt-5.4' or "
+                    " - Model name to use (e.g., 'openrouter/z-ai/glm-5.3' or "
                     "'anthropic/claude-opus-4-7')\n",
                     style="white",
                 )
@@ -89,7 +101,14 @@ def validate_environment() -> None:
                     error_text.append("• ", style="white")
                     error_text.append("PERPLEXITY_API_KEY", style="bold cyan")
                     error_text.append(
-                        " - API key for Perplexity AI web search (enables real-time research)\n",
+                        " - API key for Perplexity AI web search (alternative to Exa)\n",
+                        style="white",
+                    )
+                elif var == "EXA_API_KEY":
+                    error_text.append("• ", style="white")
+                    error_text.append("EXA_API_KEY", style="bold cyan")
+                    error_text.append(
+                        " - API key for Exa web search (enables real-time research)\n",
                         style="white",
                     )
                 elif var == "STRIX_REASONING_EFFORT":
@@ -102,7 +121,7 @@ def validate_environment() -> None:
                     )
 
         error_text.append("\nExample setup:\n", style="white")
-        error_text.append("export STRIX_LLM='openai/gpt-5.4'\n", style="dim white")
+        error_text.append("export STRIX_LLM='openrouter/z-ai/glm-5.3'\n", style="dim white")
 
         if missing_optional_vars:
             for var in missing_optional_vars:
@@ -116,6 +135,8 @@ def validate_environment() -> None:
                     error_text.append(
                         "export PERPLEXITY_API_KEY='your-perplexity-key-here'\n", style="dim white"
                     )
+                elif var == "EXA_API_KEY":
+                    error_text.append("export EXA_API_KEY='your-exa-key-here'\n", style="dim white")
                 elif var == "STRIX_REASONING_EFFORT":
                     error_text.append(
                         "export STRIX_REASONING_EFFORT='high'\n",
@@ -134,6 +155,7 @@ def validate_environment() -> None:
         console.print("\n")
         console.print(panel)
         console.print()
+        report_error("missing_required_config")
         sys.exit(1)
     logger.info(
         "Environment OK (optional missing: %s)",
@@ -161,6 +183,7 @@ def check_docker_installed() -> None:
             padding=(1, 2),
         )
         console.print("\n", panel, "\n")
+        report_error("docker_not_installed")
         sys.exit(1)
     logger.debug("Docker CLI present")
 
@@ -208,6 +231,7 @@ def pull_docker_image() -> None:
                 padding=(1, 2),
             )
             console.print(panel, "\n")
+            report_error("image_pull_failed", e)
             sys.exit(1)
 
     logger.info("Docker image %s ready", image)

strix/interface/main.py

@@ -41,7 +41,8 @@ from strix.interface.update_check import (
 from strix.interface.utils import (
     build_final_stats_text,
 )
-from strix.telemetry import posthog, scarf
+from strix.llm.warmup import start_import_warmup, wait_for_import_warmup
+from strix.telemetry import posthog, report_error, scarf, set_scan_phase
 from strix.telemetry.logging import configure_dependency_logging
 
 
@@ -332,6 +333,11 @@ def display_completion_message(args: argparse.Namespace, results_path: Path) ->
         "[#60a5fa]docs.strix.ai[/]  [dim]·[/]  "
         "[#60a5fa]discord.gg/strix-ai[/]"
     )
+    if not args.non_interactive:
+        console.print(
+            "[dim]Run a pentest in Strix Cloud[/]  [#60a5fa]app.strix.ai[/]  [dim]·[/]  "
+            "[dim]Enterprise[/]  [#60a5fa]strix.ai/demo[/]"
+        )
     console.print()
     if not args.non_interactive:
         notify_update(console)
@@ -395,15 +401,18 @@ def _bootstrap_scan(args: argparse.Namespace) -> None:
     happen inside the TUI so the interface paints immediately instead of
     waiting on a model round trip.
     """
+    set_scan_phase("preflight")
     try:
         asyncio.run(warm_up_llm(show_model_warning=True))
     except ModelConnectionError as exc:
+        report_error("model_connection_failed", exc)
         _print_model_connection_error(exc, exc.model_name)
         sys.exit(1)
     persist_current()
     try:
         prepare_run(args)
     except ValueError as e:
+        report_error("scan_preparation_failed", e)
         _print_error_panel("SCAN PREPARATION FAILED", str(e))
         sys.exit(1)
     telemetry_start(args)
@@ -450,8 +459,6 @@ def main() -> None:
 
         sys.exit(run_cloud(sys.argv[2:]))
 
-    from strix.llm.warmup import start_import_warmup
-
     start_import_warmup()
 
     args = parse_arguments()
@@ -466,6 +473,9 @@ def main() -> None:
     pull_docker_image()
     validate_environment()
 
+    # Everything below imports the scan engine; do not race the warm-up thread.
+    wait_for_import_warmup()
+
     if args.non_interactive:
         _bootstrap_scan(args)
 
@@ -477,18 +487,21 @@ def main() -> None:
             from strix.interface.cli import run_cli
 
             asyncio.run(run_cli(args))
+            # Headless runs have no user to quit: the agent either finished
+            # (already beaconed as finished_by_tool) or stopped on its own.
+            exit_reason = "agent_stopped"
         else:
             asyncio.run(run_tui(args))
     except InteractiveSetupUnavailableError as exc:
         exit_reason = "error"
+        report_error("interactive_setup_unavailable", exc)
         _print_error_panel("INTERACTIVE SETUP UNAVAILABLE", str(exc))
         sys.exit(1)
     except KeyboardInterrupt:
         exit_reason = "interrupted"
-    except Exception:
+    except Exception as exc:
         exit_reason = "error"
-        posthog.error("unhandled_exception")
-        scarf.error("unhandled_exception")
+        report_error("unhandled_exception", exc)
         raise
     finally:
         report_state = get_global_report_state()

strix/interface/tui/backend/controller.py

@@ -192,7 +192,7 @@ class TuiController:
         model_warning = ""
         if model and not is_recommended_or_frontier_model(model):
             model_warning = (
-                f"{model} is not a recommended frontier model; pentest quality could be degraded"
+                f"{model} is not a recommended frontier model. Pentest quality could be degraded."
             )
         state = {
             "setup_mode": self.setup_mode,

strix/interface/tui/internal/app/model_test.go

@@ -370,6 +370,17 @@ func TestStartedSnapshotTransitionsToLiveView(t *testing.T) {
 	}
 }
 
+func TestSplashModelWarningRendersTheBackendSentenceOnce(t *testing.T) {
+	warning := "openai/glm-5.3 is not a recommended frontier model. Pentest quality could be degraded."
+	got := ansi.Strip(splashModelWarning("openai/glm-5.3", warning))
+	if got != "⚠ "+warning {
+		t.Fatalf("splash warning = %q, want %q", got, "⚠ "+warning)
+	}
+	if got := ansi.Strip(splashModelWarning("other/model", warning)); got != "⚠ "+warning {
+		t.Fatalf("splash warning with unrelated model = %q", got)
+	}
+}
+
 func TestSetupStartScreenFitsNarrowTerminal(t *testing.T) {
 	model := New(nil)
 	model.width, model.height = 40, 18

strix/interface/tui/internal/app/view.go

@@ -411,7 +411,7 @@ func (m Model) splashView() string {
 		welcome + "\n" + version + "\n" + tagline + "\n\n" +
 		start.String() + "\n\n" + url
 	if warn := m.snapshot.ModelWarning; warn != "" {
-		content += "\n\n" + splashModelWarning(warn)
+		content += "\n\n" + splashModelWarning(m.snapshot.Model, warn)
 	}
 	panel := lipgloss.NewStyle().Border(lipgloss.RoundedBorder()).BorderForeground(green).Padding(1, 6).Align(lipgloss.Center).Render(content)
 	// #splash_screen background is solid black.
@@ -419,12 +419,16 @@ func (m Model) splashView() string {
 		lipgloss.WithWhitespaceBackground(black))
 }
 
-// splashModelWarning ports SplashScreen._build_model_warning_text.
-func splashModelWarning(model string) string {
+// splashModelWarning renders the backend's full warning sentence, with the
+// model name highlighted when the sentence leads with it.
+func splashModelWarning(model, warning string) string {
 	yellow := lipgloss.Color("#eab308")
-	return lipgloss.NewStyle().Bold(true).Foreground(yellow).Render("⚠ ") +
-		lipgloss.NewStyle().Bold(true).Foreground(render.Cyan).Render(model) +
-		lipgloss.NewStyle().Foreground(yellow).Render(" is not a recommended frontier model - pentest quality could be degraded")
+	out := lipgloss.NewStyle().Bold(true).Foreground(yellow).Render("⚠ ")
+	if model != "" && strings.HasPrefix(warning, model) {
+		out += lipgloss.NewStyle().Bold(true).Foreground(render.Cyan).Render(model)
+		warning = strings.TrimPrefix(warning, model)
+	}
+	return out + lipgloss.NewStyle().Foreground(yellow).Render(warning)
 }
 
 // chatPaneKey identifies everything the bordered trace depends on.

strix/interface/tui/runtime.py

@@ -37,6 +37,7 @@ from strix.interface.tui.sidecar import (
 )
 from strix.interface.utils import read_workspace_files
 from strix.report.state import ReportState, set_global_report_state
+from strix.telemetry import report_error, set_scan_phase
 from strix.utils.resource_paths import get_strix_resource_path
 
 
@@ -48,6 +49,11 @@ if TYPE_CHECKING:
 logger = logging.getLogger(__name__)
 
 
+def _revision_count(report: dict[str, Any]) -> int:
+    history = report.get("update_history")
+    return len(history) if isinstance(history, list) else 0
+
+
 class GoTuiPreActivationError(RuntimeError):
     """A sidecar failure raised before the Go TUI activates."""
 
@@ -138,11 +144,13 @@ class GoTuiRuntime:
             await self._preflight_model()
         except Exception as exc:
             logger.exception("Go TUI setup model preflight failed")
+            report_error("model_connection_failed", exc)
             raise RuntimeError(f"Model connection failed: {exc}") from exc
 
     async def _preflight_model(self) -> None:
         model = (load_settings().llm.model or "").strip()
         self.controller.add_message("Verifying model connection...")
+        set_scan_phase("preflight")
         await preflight_model_connection(model)
         self.model_verified = True
 
@@ -181,7 +189,11 @@ class GoTuiRuntime:
             candidate.target = list(self.controller.targets)
             candidate.target_list = []
             build_targets_info(candidate)
-        prepare_run(candidate)
+        try:
+            prepare_run(candidate)
+        except Exception as exc:
+            report_error("scan_preparation_failed", exc)
+            raise
         telemetry_start(candidate)
 
         vars(self.args).update(vars(candidate))
@@ -195,13 +207,21 @@ class GoTuiRuntime:
         launch so the interface appears immediately.
         """
         model = (load_settings().llm.model or "").strip()
+        set_scan_phase("preflight")
         try:
             await preflight_model_connection(model)
+        except Exception as exc:
+            logger.exception("Go TUI scan preparation failed")
+            report_error("model_connection_failed", exc)
+            self.controller.fail_preparation(str(exc))
+            return
+        try:
             persist_current()
             prepare_run(self.args)
             telemetry_start(self.args)
         except Exception as exc:
             logger.exception("Go TUI scan preparation failed")
+            report_error("scan_preparation_failed", exc)
             self.controller.fail_preparation(str(exc))
             return
         self.controller.scan_state = "running"
@@ -240,6 +260,9 @@ class GoTuiRuntime:
             self.controller.scan_state = "completed" if report_status == "completed" else "stopped"
         except Exception as exc:
             logger.exception("Go TUI scan failed")
+            report_error("unhandled_exception", exc)
+            if self.report_state is not None and self.report_state.scan_ended_exit_reason is None:
+                self.report_state.scan_ended_exit_reason = "error"
             self.scan_error = exc
             self.controller.error = str(exc)
             self.controller.scan_state = "failed"
@@ -321,7 +344,9 @@ class GoTuiRuntime:
         if self.report_state is not None:
             usage = dict(self.report_state.get_total_llm_usage())
             vulnerabilities = [
-                report.get("id", index) if isinstance(report, dict) else index
+                (report.get("id", index), _revision_count(report))
+                if isinstance(report, dict)
+                else index
                 for index, report in enumerate(self.report_state.vulnerability_reports)
             ]
         return json.dumps(

strix/interface/utils.py

@@ -19,6 +19,7 @@ from rich.panel import Panel
 from rich.text import Text
 
 from strix.config import load_settings
+from strix.telemetry import report_error
 from strix.utils.api_spec import detect_spec_format
 
 
@@ -1602,7 +1603,8 @@ def check_docker_connection() -> Any:
 
     try:
         return docker.from_env()
-    except DockerException:
+    except DockerException as exc:
+        report_error("docker_unavailable", exc)
         console = Console()
         error_text = Text()
         error_text.append("DOCKER NOT AVAILABLE", style="bold red")

strix/interface/viewer/cli.py

@@ -87,7 +87,7 @@ def run_view(argv: list[str]) -> None:
 
     posthog.viewer_opened(source="cli", live=live)
 
-    state_label = "[#eab308]live[/]" if live else "[#22c55e]finished[/]"
+    state_label = _state_label(summary)
     console.print()
     console.print(f"Serving [bold white]{run_name}[/] ({state_label}) at:")
     # Print the URL alone on its own line with soft_wrap so Rich never inserts a
@@ -107,6 +107,18 @@ def run_view(argv: list[str]) -> None:
         httpd.server_close()
 
 
+def _state_label(summary: dict[str, object]) -> str:
+    if not summary.get("finished", False):
+        return "[#eab308]live[/]"
+
+    status = summary.get("status")
+    if status == "failed":
+        return "[#ef4444]failed[/]"
+    if status in {"stopped", "interrupted"}:
+        return f"[#eab308]{status}[/]"
+    return "[#22c55e]finished[/]"
+
+
 def _resolve_run_dir(run: str | None, console: Console) -> Path:
     if run:
         run_dir = run_dir_for(run)

strix/interface/viewer/frontend/src/App.tsx

@@ -8,6 +8,7 @@ import {
   Radar,
   Rocket,
   ArrowUpRight,
+  Building2,
   History,
 } from "lucide-react";
 import type { Vulnerability, VulnerabilitySeverity } from "@/types/issues";
@@ -35,7 +36,7 @@ import {
   type LoadedRun,
   type RunsPayload,
 } from "@/data/serverSource";
-import { SIGNUP_URL, ctaUrl, trackCta } from "@/lib/cta";
+import { SIGNUP_URL, DEMO_URL, ctaUrl, trackCta } from "@/lib/cta";
 import { runTitle } from "@/lib/target-utils";
 import Sidebar from "@/components/Sidebar";
 import PastRunsView from "@/components/PastRunsView";
@@ -706,6 +707,31 @@ function OverviewTab({
         </div>
       )}
 
+      {finished && (
+        <div className="animate-card-in rounded-xl border border-[#222] bg-[rgba(255,255,255,0.02)] p-5">
+          <p className="text-sm font-semibold text-white">Strix Cloud</p>
+          <p className="mt-0.5 text-xs text-[#666]">Run your next pentest in Strix Cloud.</p>
+          <div className="mt-3 flex flex-wrap gap-2.5">
+            <ProInlineCta
+              label="Run a pentest in Strix Cloud"
+              desc="Validated findings, autofix, and PR reviews."
+              slug="overview_cloud"
+              surface="overview"
+              icon={Rocket}
+              primary
+            />
+            <ProInlineCta
+              label="Try Strix Enterprise"
+              desc="SSO, compliance-ready reports, VPC or self-hosted deployment."
+              slug="book_demo"
+              surface="overview"
+              icon={Building2}
+              href={DEMO_URL}
+            />
+          </div>
+        </div>
+      )}
+
       {sections.length > 0 ? (
         <div className="animate-card-in rounded-xl border border-[#222] bg-[rgba(255,255,255,0.02)] p-5 space-y-8">
           {sections.map((s) => (
@@ -789,14 +815,23 @@ function AgentsTab({ run, canSteer }: { run: LoadedRun; canSteer: boolean }) {
       {/* Re-run always routes to Strix Cloud. */}
       <div className="rounded-xl border border-[#222] bg-[rgba(255,255,255,0.02)] p-5">
         <p className="text-sm font-semibold text-white">Run this pentest with more depth</p>
-        <p className="mt-0.5 text-xs text-[#666]">Re-run this pentest on managed infra in the cloud.</p>
+        <p className="mt-0.5 text-xs text-[#666]">Run this pentest again in Strix Cloud.</p>
         <div className="mt-3 flex flex-wrap gap-2.5">
           <ProInlineCta
             label="Re-run in Strix Pro with more depth"
-            desc="Run this pentest on managed infra with more depth."
+            desc="More depth, validated findings, and autofix."
             slug="live_scan"
             surface="agents"
             icon={Rocket}
+            primary
+          />
+          <ProInlineCta
+            label="Try Strix Enterprise"
+            desc="SSO, compliance-ready reports, VPC or self-hosted deployment."
+            slug="book_demo"
+            surface="agents"
+            icon={Building2}
+            href={DEMO_URL}
           />
         </div>
       </div>

strix/interface/viewer/frontend/src/components/ProCta.tsx

@@ -48,23 +48,40 @@ export function ProInlineCta({
   slug,
   icon: Icon,
   surface,
+  href = SIGNUP_URL,
+  primary = false,
 }: {
   label: string;
   desc: string;
   slug: string;
   icon: React.ElementType;
   surface?: string;
+  /** Destination before attribution params. Defaults to cloud sign-up. */
+  href?: string;
+  /** Solid white button instead of the outlined default. */
+  primary?: boolean;
 }) {
   return (
     <Tooltip text={desc}>
       <a
-        href={ctaUrl(SIGNUP_URL, slug)}
+        href={ctaUrl(href, slug)}
         target="_blank"
         rel="noopener noreferrer"
         onClick={() => trackCta(slug, surface)}
-        className="group inline-flex items-center gap-2 rounded-lg border border-[#222] bg-[rgba(255,255,255,0.02)] px-3 py-2 text-sm text-[#aaa] transition-colors hover:border-[#444] hover:text-white"
+        className={
+          primary
+            ? "group inline-flex items-center gap-2 rounded-lg border border-white bg-white px-3 py-2 text-sm font-semibold text-black transition-colors hover:bg-[#e5e5e5]"
+            : "group inline-flex items-center gap-2 rounded-lg border border-[#222] bg-[rgba(255,255,255,0.02)] px-3 py-2 text-sm text-[#aaa] transition-colors hover:border-[#444] hover:text-white"
+        }
       >
-        <Icon className="h-4 w-4 text-[#888] transition-colors group-hover:text-white" aria-hidden="true" />
+        <Icon
+          className={
+            primary
+              ? "h-4 w-4 text-black"
+              : "h-4 w-4 text-[#888] transition-colors group-hover:text-white"
+          }
+          aria-hidden="true"
+        />
         <span>{label}</span>
       </a>
     </Tooltip>

strix/interface/viewer/frontend/src/components/UpgradeModal.tsx

@@ -10,7 +10,7 @@ import {
   WandSparkles,
   Plug,
 } from "lucide-react";
-import { SIGNUP_URL, PRICING_URL, ctaUrl, trackCta } from "@/lib/cta";
+import { SIGNUP_URL, PRICING_URL, DEMO_URL, ctaUrl, trackCta } from "@/lib/cta";
 
 /**
  * Dialog shown when a platform feature is clicked in the sidebar: a short
@@ -141,6 +141,19 @@ export function UpgradeModal({
               <ExternalLink className="h-3 w-3" />
             </a>
           </div>
+
+          <p className="text-center text-xs text-[#666]">
+            SSO, compliance reports, or a private deployment?{" "}
+            <a
+              href={ctaUrl(DEMO_URL, "upgrade_book_demo")}
+              target="_blank"
+              rel="noopener noreferrer"
+              onClick={() => trackCta("upgrade_book_demo", source)}
+              className="whitespace-nowrap text-[#aaa] underline underline-offset-2 transition-colors hover:text-white"
+            >
+              Try Strix Enterprise
+            </a>
+          </p>
         </div>
       </div>
     </div>

strix/interface/viewer/static/index.html

@@ -6,8 +6,8 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <meta name="color-scheme" content="dark" />
     <title>Strix Results</title>
-    <script type="module" crossorigin src="./assets/index-Bpn8GiSb.js"></script>
-    <link rel="stylesheet" crossorigin href="./assets/index-qwPOPAGC.css">
+    <script type="module" crossorigin src="./assets/index-B94ANU8d.js"></script>
+    <link rel="stylesheet" crossorigin href="./assets/index-DN__rVv3.css">
   </head>
   <body>
     <div id="root"></div>

strix/llm/warmup.py

@@ -1,20 +1,22 @@
 """Background pre-import of the heavy scan dependencies.
 
 The scan engine's import graph (the agents SDK, OpenAI client, LiteLLM, the
-Caido SDK, the Docker SDK) costs seconds to import cold, but none of it is
-needed until a scan actually starts. Importing it on a daemon thread at CLI
-entry overlaps that cost with the I/O-bound startup work that always precedes
-a scan (argument parsing, Docker checks, image pull, TUI setup), so by the
-time the scan begins the modules are already in ``sys.modules``. Any thread
-that needs one of them before the warm-up finishes just blocks on the normal
-import lock, so behaviour is unchanged either way.
+Caido SDK) costs seconds to import cold, but none of it is needed until a scan
+actually starts. Importing it on a daemon thread at CLI entry overlaps that
+cost with the I/O-bound startup work that always precedes a scan (argument
+parsing, Docker checks, image pull, TUI setup). The Docker SDK is not on the
+list: the Docker checks import it on the main thread during that same window.
+
+The main thread must call :func:`wait_for_import_warmup` before its first
+import from that graph. Two threads that enter the same package graph from
+different modules hold each other's import locks, and CPython breaks the cycle
+by failing one of the imports.
 """
 
 from __future__ import annotations
 
 import importlib
 import logging
-import sys
 import threading
 
 
@@ -24,45 +26,17 @@ WARMUP_MODULES = (
     "strix.core.runner",
     "litellm",
     "caido_sdk_client",
-    "docker",
 )
 
-_lock = threading.Lock()
 _thread: threading.Thread | None = None
 
 
-def _purge_orphaned_modules(before: frozenset[str]) -> None:
-    """Remove submodules stranded by an import attempt that just failed.
-
-    When a package import fails partway (for example CPython's import-lock
-    deadlock avoidance breaking a cross-thread cycle), the failed package is
-    removed from ``sys.modules`` but submodules it already finished stay
-    behind. A later import of one of those submodules then short-circuits on
-    the cached entry without re-importing its parent, and re-entering the
-    parent from inside a submodule crashes with "partially initialized
-    module". Dropping the orphans (cached submodules whose ancestor package is
-    gone) restores a clean slate, and touches nothing another thread imported
-    successfully.
-    """
-    added = set(sys.modules) - before
-    for name in added:
-        parent = name.rpartition(".")[0]
-        while parent:
-            if parent not in sys.modules:
-                sys.modules.pop(name, None)
-                logger.debug("Import warm-up purged orphaned module %r", name)
-                break
-            parent = parent.rpartition(".")[0]
-
-
 def _warm(modules: tuple[str, ...]) -> None:
     for name in modules:
-        before = frozenset(sys.modules)
         try:
             importlib.import_module(name)
         except Exception:  # noqa: BLE001 - a failed warm-up must never fail the run.
             logger.debug("Import warm-up for %r failed", name, exc_info=True)
-            _purge_orphaned_modules(before)
 
 
 def start_import_warmup(modules: tuple[str, ...] = WARMUP_MODULES) -> threading.Thread:
@@ -72,11 +46,15 @@ def start_import_warmup(modules: tuple[str, ...] = WARMUP_MODULES) -> threading.
     runtime that has no local Docker) warm a narrower set.
     """
     global _thread  # noqa: PLW0603
-    with _lock:
-        if _thread is not None:
-            return _thread
+    if _thread is None:
         _thread = threading.Thread(
             target=_warm, args=(modules,), name="strix-import-warmup", daemon=True
         )
         _thread.start()
-        return _thread
+    return _thread
+
+
+def wait_for_import_warmup() -> None:
+    """Block until the warm-up thread has finished, if one was started."""
+    if _thread is not None:
+        _thread.join()

strix/report/state.py

@@ -73,6 +73,7 @@ UPDATABLE_REPORT_FIELDS = frozenset(
         "cve",
         "cwe",
         "code_locations",
+        "http_exchange_ids",
         "fix_verification",
         "fix_pr_body",
     }
@@ -333,6 +334,7 @@ class ReportState:
         cve: str | None = None,
         cwe: str | None = None,
         code_locations: list[dict[str, Any]] | None = None,
+        http_exchange_ids: list[str] | None = None,
         fix_verification: str | None = None,
         fix_pr_body: str | None = None,
         finding_class: str | None = None,
@@ -391,6 +393,8 @@ class ReportState:
             report["cwe"] = cwe.strip()
         if code_locations:
             report["code_locations"] = code_locations
+        if http_exchange_ids:
+            report["http_exchange_ids"] = http_exchange_ids
         if fix_verification:
             report["fix_verification"] = fix_verification.strip()
         if fix_pr_body:
@@ -403,14 +407,14 @@ class ReportState:
         if agent_name:
             report["agent_name"] = agent_name
 
+        if self.vulnerability_found_callback:
+            self.vulnerability_found_callback(report)
+
         self.vulnerability_reports.append(report)
         logger.info(f"Added vulnerability report: {report_id} - {title}")
         posthog.finding(severity, cwe=cwe, is_cve=bool(cve))
         scarf.finding(severity, cwe=cwe, is_cve=bool(cve))
 
-        if self.vulnerability_found_callback:
-            self.vulnerability_found_callback(report)
-
         self.save_run_data()
         return report_id
 
@@ -486,11 +490,18 @@ class ReportState:
         )
         history.append(entry)
 
-        report.update(changed)
+        revised = {**report, **changed}
         for dependent in superseded:
-            report.pop(dependent, None)
-        report["update_history"] = history
-        report["updated_at"] = entry["timestamp"]
+            revised.pop(dependent, None)
+        revised["update_history"] = history
+        revised["updated_at"] = entry["timestamp"]
+
+        # Persistence must accept the revision before local state changes. A
+        # failed callback leaves the old evidence intact and the update retryable.
+        if self.vulnerability_updated_callback:
+            self.vulnerability_updated_callback(revised)
+        report.clear()
+        report.update(revised)
 
         # The markdown on disk still shows the superseded evidence, so let the
         # writer re-render it.
@@ -502,9 +513,6 @@ class ReportState:
             ", ".join(entry["fields"]) or "no field replaced",
         )
 
-        if self.vulnerability_updated_callback:
-            self.vulnerability_updated_callback(report)
-
         self.save_run_data()
         return report
 

strix/skills/__init__.py

@@ -1,6 +1,5 @@
 import logging
 import re
-import threading
 from collections import Counter
 from collections.abc import Iterator
 from pathlib import Path
@@ -8,7 +7,6 @@ from typing import TypeGuard
 
 import yaml
 
-from strix.telemetry import posthog, scarf
 from strix.utils.resource_paths import get_strix_resource_path
 
 
@@ -241,16 +239,19 @@ def validate_requested_skills(skill_list: list[str], max_skills: int = 5) -> str
     return None
 
 
+_LOADED_SKILLS: set[str] = set()
+
+
 def _track_skill_loaded(skill_name: str, file_path: Path) -> None:
     builtin = get_strix_resource_path("skills")
     if not file_path.is_relative_to(builtin):
         skill_name = "custom"
+    _LOADED_SKILLS.add(skill_name)
 
-    def _send() -> None:
-        posthog.skill_loaded(skill_name)
-        scarf.skill_loaded(skill_name)
 
-    threading.Thread(target=_send, daemon=True).start()
+def get_loaded_skill_names() -> list[str]:
+    """Distinct skills loaded so far in this process (custom skills collapse to ``"custom"``)."""
+    return sorted(_LOADED_SKILLS)
 
 
 def _candidate_skill_files(skill_name: str) -> list[Path]:

strix/telemetry/README.md

@@ -12,11 +12,11 @@ Privacy is our priority. All collected data is anonymized by default. Each sessi
 
 We collect only very **basic** usage data including:
 
-**Session Errors:** Duration and error types (not messages or stack traces)\
+**Session Errors:** Duration, the failure category, the scan phase, and the exception class name (not messages or stack traces)\
 **System Context:** OS type, architecture, Strix version\
 **Scan Context:** Scan mode (quick/standard/deep), scan type (whitebox/blackbox)\
 **Model Usage:** Which LLM model is being used and whether it runs via an API key or a model subscription (not prompts or responses)\
-**Feature Usage:** Which built-in skills are loaded\
+**Feature Usage:** Which built-in skills were used during a scan (reported once, at scan end)\
 **Aggregate Metrics:** Vulnerability counts by severity and weakness category (CWE)
 
 ### What We **Never** Collect

strix/telemetry/__init__.py

@@ -1,7 +1,19 @@
 from . import posthog, scarf
+from ._common import set_scan_phase
+
+
+def report_error(error_type: str, exc: BaseException | None = None) -> None:
+    """Beacon a failure category, plus the exception class when one is given.
+
+    Only class names travel: never the message, arguments, or traceback.
+    """
+    posthog.error(error_type, exc)
+    scarf.error(error_type, exc)
 
 
 __all__ = [
     "posthog",
+    "report_error",
     "scarf",
+    "set_scan_phase",
 ]

strix/telemetry/_common.py

@@ -5,7 +5,7 @@ import platform
 import sys
 from importlib.metadata import PackageNotFoundError, version
 from pathlib import Path
-from typing import Any
+from typing import Any, cast
 from uuid import uuid4
 
 
@@ -54,3 +54,43 @@ def base_props() -> dict[str, Any]:
         "python": f"{sys.version_info.major}.{sys.version_info.minor}",
         "strix_version": get_version(),
     }
+
+
+# Coarse stage of the current run, attached to ``error`` beacons so a failure
+# can be placed without a message or trace. Process-local, like the rest of the
+# CLI telemetry: one process runs one scan.
+_scan_phase = "startup"
+
+
+def set_scan_phase(phase: str) -> None:
+    global _scan_phase  # noqa: PLW0603
+    _scan_phase = phase
+
+
+def get_scan_phase() -> str:
+    return _scan_phase
+
+
+def _exception_name(exc: BaseException) -> str:
+    cls = type(exc)
+    package = cls.__module__.split(".")[0]
+    return cls.__name__ if package == "builtins" else f"{package}.{cls.__name__}"
+
+
+def _unwrap_group(exc: BaseException) -> BaseException:
+    if not isinstance(exc, BaseExceptionGroup):
+        return exc
+    group = cast("BaseExceptionGroup[BaseException]", exc)
+    return group.exceptions[0] if group.exceptions else group
+
+
+def exception_props(exc: BaseException) -> dict[str, str]:
+    """Class names only. Messages, arguments, and tracebacks never leave the machine."""
+    exc = _unwrap_group(exc)
+    props = {"exception_type": _exception_name(exc)}
+    cause = exc.__cause__
+    if cause is None and not exc.__suppress_context__:
+        cause = exc.__context__
+    if cause is not None:
+        props["exception_cause"] = _exception_name(cause)
+    return props

strix/telemetry/posthog.py

@@ -4,10 +4,14 @@ from typing import TYPE_CHECKING, Any
 import requests
 
 from strix.config import load_settings
+from strix.skills import get_loaded_skill_names
 from strix.telemetry._common import (
     SEND_TIMEOUT,
     SESSION_ID,
     base_props,
+    exception_props,
+    get_scan_phase,
+    get_version,
     is_first_run,
 )
 
@@ -35,7 +39,12 @@ def _send(event: str, properties: dict[str, Any]) -> bool:
             "api_key": _POSTHOG_PUBLIC_API_KEY,
             "event": event,
             "distinct_id": SESSION_ID,
-            "properties": properties,
+            "properties": {
+                **properties,
+                "$lib": "strix-cli",
+                "$lib_version": get_version(),
+                "$process_person_profile": False,
+            },
         }
         with requests.post(f"{_POSTHOG_HOST}/capture/", json=payload, timeout=SEND_TIMEOUT):
             pass
@@ -82,16 +91,6 @@ def finding(severity: str, cwe: str | None = None, is_cve: bool = False) -> None
     )
 
 
-def skill_loaded(skill_name: str) -> None:
-    _send(
-        "skill_loaded",
-        {
-            **base_props(),
-            "skill": skill_name,
-        },
-    )
-
-
 def end(report_state: "ReportState", exit_reason: str = "completed") -> None:
     if report_state.posthog_scan_ended_sent:
         return
@@ -130,6 +129,7 @@ def end(report_state: "ReportState", exit_reason: str = "completed") -> None:
             "vulnerabilities_total": len(report_state.vulnerability_reports),
             **{f"vulnerabilities_{k}": v for k, v in vulnerabilities_counts.items()},
             **llm_props,
+            "skills": get_loaded_skill_names(),
         },
     )
 
@@ -180,6 +180,12 @@ def viewer_agent_steered() -> None:
     _send("viewer_agent_steered", {**base_props()})
 
 
-def error(error_type: str) -> None:
-    props = {**base_props(), "error_type": error_type}
+def error(error_type: str, exc: BaseException | None = None) -> None:
+    props: dict[str, Any] = {
+        **base_props(),
+        "error_type": error_type,
+        "phase": get_scan_phase(),
+    }
+    if exc is not None:
+        props.update(exception_props(exc))
     _send("error", props)

strix/telemetry/scarf.py

@@ -7,10 +7,13 @@ from typing import TYPE_CHECKING, Any
 import requests
 
 from strix.config import load_settings
+from strix.skills import get_loaded_skill_names
 from strix.telemetry._common import (
     SEND_TIMEOUT,
     SESSION_ID,
     base_props,
+    exception_props,
+    get_scan_phase,
     get_version,
     is_first_run,
 )
@@ -90,17 +93,6 @@ def finding(severity: str, cwe: str | None = None, is_cve: bool = False) -> None
     )
 
 
-def skill_loaded(skill_name: str) -> None:
-    _send(
-        "skill_loaded",
-        {
-            **base_props(),
-            "session": SESSION_ID,
-            "skill": skill_name,
-        },
-    )
-
-
 def end(report_state: ReportState, exit_reason: str = "completed") -> None:
     if report_state.scarf_scan_ended_sent:
         return
@@ -140,14 +132,18 @@ def end(report_state: ReportState, exit_reason: str = "completed") -> None:
             "vulnerabilities_total": len(report_state.vulnerability_reports),
             **{f"vulnerabilities_{k}": v for k, v in vulnerabilities_counts.items()},
             **llm_props,
+            "skills": ",".join(get_loaded_skill_names()),
         },
     )
 
 
-def error(error_type: str) -> None:
+def error(error_type: str, exc: BaseException | None = None) -> None:
     props: dict[str, Any] = {
         **base_props(),
         "session": SESSION_ID,
         "error_type": error_type,
+        "phase": get_scan_phase(),
     }
+    if exc is not None:
+        props.update(exception_props(exc))
     _send("error", props)

strix/tools/agents_graph/tools.py

@@ -15,6 +15,7 @@ from agents import RunContextWrapper, function_tool
 from strix.core.agents import Status, coordinator_from_context
 from strix.core.execution import notify_parent_on_terminal
 from strix.core.hooks import LLM_TURN_KEY
+from strix.report.state import get_global_report_state
 from strix.skills import validate_requested_skills
 
 
@@ -28,6 +29,40 @@ def _ctx(ctx: RunContextWrapper) -> dict[str, Any]:
     return ctx.context if isinstance(ctx.context, dict) else {}
 
 
+def _filed_reports_by(agent_id: str) -> list[dict[str, Any]]:
+    """Vulnerability reports the agent actually filed, from report state.
+
+    The narrative ``findings`` an agent hands to ``agent_finish`` is prose; a
+    parent that wants to act on a child's work needs the report ids. Read them
+    from the report state rather than trusting the child's description.
+    """
+    state = get_global_report_state()
+    if state is None:
+        return []
+    filed: list[dict[str, Any]] = []
+    seen: set[str] = set()
+    for report in state.get_existing_vulnerabilities():
+        if report.get("agent_id") != agent_id:
+            continue
+        report_id = str(report.get("id") or "")
+        if not report_id or report_id in seen:
+            continue
+        seen.add(report_id)
+        filed.append(report)
+    return filed
+
+
+def _render_filed_report(report: dict[str, Any]) -> str:
+    line = f"- {report.get('id')}"
+    severity = report.get("severity")
+    if severity:
+        line += f" [{str(severity).upper()}]"
+    title = report.get("title")
+    if title:
+        line += f" {title}"
+    return line
+
+
 def _render_completion_report(
     *,
     agent_name: str,
@@ -38,6 +73,7 @@ def _render_completion_report(
     findings: list[str],
     recommendations: list[str],
     open_items: list[str],
+    filed_reports: list[dict[str, Any]] | None = None,
 ) -> str:
     """Render a child's completion report as plain structured text.
 
@@ -63,6 +99,12 @@ def _render_completion_report(
         lines.append("Findings:")
         lines.extend(f"- {f}" for f in findings)
     lines.append("")
+    lines.append("Vulnerability reports filed by this agent (authoritative; use these ids):")
+    if filed_reports:
+        lines.extend(_render_filed_report(r) for r in filed_reports)
+    else:
+        lines.append("- (none)")
+    lines.append("")
     lines.append("Open items (unresolved, need follow-up):")
     if open_items:
         lines.extend(f"- {o}" for o in open_items)
@@ -149,8 +191,11 @@ async def send_message_to_agent(
     **Don't** use for routine "hello/status" pings, for context the
     target already has (children inherit parent history), or when
     parent/child completion via ``agent_finish`` already covers the
-    flow. Messages to any registered agent wake it, regardless of
+    flow. In interactive runs a message wakes the target regardless of
     status, so a follow-up can restart a completed/stopped/failed agent.
+    In non-interactive runs a finished agent is gone for good: the call
+    fails with the target's status, and you should read its filed
+    reports (``list_reports``) or spawn a new agent instead of waiting.
 
     Args:
         target_agent_id: Recipient's 8-char id.
@@ -195,10 +240,23 @@ async def send_message_to_agent(
         },
     )
     if not delivered:
+        _, status = await coordinator.reachability(target_agent_id)
+        if status is None:
+            error = f"Target agent '{target_agent_id}' not found"
+        else:
+            error = (
+                f"Target agent '{target_agent_id}' is '{status}' and cannot be woken in "
+                "this run; it will never read this message. Its filed reports are in "
+                "list_reports / get_report. Do not wait_for_agents on it - spawn a new "
+                "agent if more work is needed."
+            )
         return json.dumps(
             {
                 "success": False,
-                "error": f"Target agent '{target_agent_id}' not found or message delivery failed",
+                "error": error,
+                "target_agent_id": target_agent_id,
+                "target_status": status,
+                "delivery_status": "not_delivered",
             },
             ensure_ascii=False,
             default=str,
@@ -364,6 +422,31 @@ async def wait_for_agents(  # noqa: PLR0911
             default=str,
         )
 
+    # Non-interactive agents cannot be woken once terminal, so with nobody
+    # running or waiting there is no message left to wait for.
+    if not await coordinator.active_agents_except(me):
+        _, statuses, names, _ = await coordinator.graph_snapshot()
+        return json.dumps(
+            {
+                "success": True,
+                "wait_outcome": "no_active_agents",
+                "reason": reason,
+                "agents": [
+                    {"agent_id": aid, "name": names.get(aid, aid), "status": status}
+                    for aid, status in statuses.items()
+                    if aid != me
+                ],
+                "note": (
+                    "No other agent is running or waiting, so no message can arrive. "
+                    "Finished agents' results are in list_reports / get_report and their "
+                    "completion reports are already in your history. Continue your own "
+                    "work, spawn a new agent, or finish."
+                ),
+            },
+            ensure_ascii=False,
+            default=str,
+        )
+
     await coordinator.park_waiting(me, wait_kind="agents")
     try:
         await asyncio.wait_for(coordinator.wait_for_message(me), timeout_seconds)
@@ -610,6 +693,9 @@ async def agent_finish(
             default=str,
         )
 
+    filed_reports = _filed_reports_by(me)
+    filed_report_ids = [str(r.get("id")) for r in filed_reports]
+
     parent_notified = False
     if report_to_parent and await coordinator.claim_parent_notice(me):
         async with coordinator._lock:
@@ -623,6 +709,7 @@ async def agent_finish(
             findings=list(findings or []),
             recommendations=list(final_recommendations or []),
             open_items=list(open_items or []),
+            filed_reports=filed_reports,
         )
         await coordinator.send(
             parent_id,
@@ -632,6 +719,7 @@ async def agent_finish(
                 "content": report,
                 "type": "completion",
                 "priority": "high",
+                "filed_report_ids": filed_report_ids,
             },
         )
         parent_notified = True
@@ -642,10 +730,11 @@ async def agent_finish(
         await notify_parent_on_terminal(coordinator, me, "completed")
 
     logger.info(
-        "agent_finish: %s success=%s findings=%d parent_notified=%s",
+        "agent_finish: %s success=%s findings=%d filed_reports=%d parent_notified=%s",
         me,
         success,
         len(findings or []),
+        len(filed_report_ids),
         parent_notified,
     )
 
@@ -656,6 +745,7 @@ async def agent_finish(
             "parent_notified": parent_notified,
             "agent_id": me,
             "summary": result_summary,
+            "filed_report_ids": filed_report_ids,
             "findings_count": len(findings or []),
             "open_items_count": len(open_items or []),
             "has_recommendations": bool(final_recommendations),

strix/tools/proxy/tools.py

@@ -4,6 +4,7 @@ from __future__ import annotations
 
 import asyncio
 import dataclasses
+import functools
 import json
 import logging
 import re
@@ -67,6 +68,31 @@ async def _call[T](client: Client, fn: Callable[[Client], Awaitable[T]]) -> T:
         return await fn(client)
 
 
+async def existing_request_ids(
+    ctx: RunContextWrapper,
+    request_ids: list[str],
+) -> set[str]:
+    """Return request IDs that exist in the current Caido project."""
+    if not request_ids:
+        return set()
+
+    client = await _ctx_client(ctx)
+    if client is None:
+        raise RuntimeError("Caido client is not available")
+
+    # Request IDs are not an HTTPQL field. Resolve each ID through the same
+    # project-bound lookup as view_request rather than constructing a filter.
+    existing: set[str] = set()
+    for request_id in request_ids:
+        result = await _call(
+            client,
+            functools.partial(caido_api.get_request_with_client, request_id=request_id),
+        )
+        if result is not None:
+            existing.add(str(result.request.id))
+    return existing
+
+
 def _to_tool_json(value: Any) -> Any:
     """Recursively convert SDK dataclasses/Pydantic objects to tool JSON values."""
     if value is None or isinstance(value, str | int | float | bool):

strix/tools/reporting/tool.py

@@ -17,6 +17,7 @@ from typing import TYPE_CHECKING, Any
 from agents import RunContextWrapper, function_tool
 
 from strix.tools.nullish import clean_optional
+from strix.tools.proxy.tools import existing_request_ids
 
 
 if TYPE_CHECKING:
@@ -168,6 +169,8 @@ _REQUIRED_FIELDS = {
 
 _VALID_FIX_EFFORT = frozenset({"trivial", "low", "medium", "high"})
 _VALID_CONFIDENCE = frozenset({"high", "medium", "low"})
+_MAX_HTTP_EXCHANGE_IDS = 10
+_MAX_HTTP_EXCHANGE_ID_CHARS = 128
 
 
 def _validate_required_text(fields: dict[str, str]) -> list[str]:
@@ -177,6 +180,97 @@ def _validate_required_text(fields: dict[str, str]) -> list[str]:
     ]
 
 
+def _normalize_http_exchange_ids(raw: Any) -> tuple[list[str] | None, list[str]]:
+    """Return distinct proxy exchange ids in their original order."""
+    if raw is None:
+        return None, []
+    if not isinstance(raw, list):
+        return None, ["http_exchange_ids must be a list of proxy request ids"]
+
+    normalized: list[str] = []
+    errors: list[str] = []
+    seen: set[str] = set()
+    for index, value in enumerate(raw):
+        if not isinstance(value, str):
+            errors.append(f"http_exchange_ids[{index}] must be a string")
+            continue
+        request_id = value.strip()
+        if not request_id:
+            errors.append(f"http_exchange_ids[{index}] cannot be empty")
+            continue
+        if len(request_id) > _MAX_HTTP_EXCHANGE_ID_CHARS:
+            errors.append(
+                f"http_exchange_ids[{index}] must be {_MAX_HTTP_EXCHANGE_ID_CHARS} "
+                "characters or fewer"
+            )
+            continue
+        if any(ord(char) < 0x21 or ord(char) > 0x7E for char in request_id):
+            errors.append(f"http_exchange_ids[{index}] must contain only visible ASCII characters")
+            continue
+        if not request_id.isdigit():
+            errors.append(f"http_exchange_ids[{index}] must be a numeric proxy request id")
+            continue
+        if request_id not in seen:
+            seen.add(request_id)
+            normalized.append(request_id)
+            if len(normalized) > _MAX_HTTP_EXCHANGE_IDS:
+                errors.append(
+                    f"http_exchange_ids can contain at most "
+                    f"{_MAX_HTTP_EXCHANGE_IDS} distinct request ids"
+                )
+                break
+    return normalized, errors
+
+
+_HTTP_EXCHANGE_DROPPED_WARNING = (
+    "http_exchange_ids were not stored: the proxy project could not be reached to verify "
+    "them. Attach them with update_vulnerability_report when the proxy responds again."
+)
+
+
+async def _verify_http_exchange_ids(
+    ctx: RunContextWrapper,
+    raw: Any,
+) -> tuple[list[str] | None, list[str], str | None]:
+    """Verify proxy exchange IDs against the current Caido project.
+
+    IDs the project does not know are rejected. When the proxy itself cannot be
+    queried the IDs are dropped and a warning is returned instead, so a proxy
+    outage never blocks a finding and unverified IDs are never recorded as
+    evidence.
+    """
+    request_ids, errors = _normalize_http_exchange_ids(raw)
+    if request_ids is None or errors or not request_ids:
+        return request_ids, errors, None
+
+    try:
+        existing_ids = await existing_request_ids(ctx, request_ids)
+    except Exception:  # noqa: BLE001
+        logger.warning(
+            "Could not verify HTTP exchange IDs against the current Caido project",
+            exc_info=True,
+        )
+        return None, [], _HTTP_EXCHANGE_DROPPED_WARNING
+
+    missing_ids = [request_id for request_id in request_ids if request_id not in existing_ids]
+    if missing_ids:
+        return (
+            None,
+            [
+                "http_exchange_ids do not exist in the current proxy project: "
+                + ", ".join(missing_ids)
+            ],
+            None,
+        )
+    return request_ids, [], None
+
+
+def _with_warning(result: dict[str, Any], warning: str | None) -> dict[str, Any]:
+    if warning and result.get("success"):
+        result["warning"] = warning
+    return result
+
+
 def _validate_cvss_breakdown(breakdown: Any) -> list[str]:
     """Check the 8 CVSS metrics are all present with legal values."""
     if not isinstance(breakdown, dict) or not breakdown:
@@ -299,7 +393,7 @@ _UPDATE_TEXT_FIELDS = (
 )
 
 
-def _collect_update_changes(  # noqa: PLR0912
+def _collect_update_changes(  # noqa: PLR0912, PLR0915
     fields: dict[str, Any],
 ) -> tuple[dict[str, Any], list[str]]:
     """Validate the fields a revision replaces and return them with any errors."""
@@ -368,6 +462,12 @@ def _collect_update_changes(  # noqa: PLR0912
     if cwe:
         changes["cwe"] = cwe
 
+    raw_http_exchange_ids = fields.get("http_exchange_ids")
+    http_exchange_ids, http_exchange_errors = _normalize_http_exchange_ids(raw_http_exchange_ids)
+    errors.extend(http_exchange_errors)
+    if raw_http_exchange_ids is not None and not http_exchange_errors:
+        changes["http_exchange_ids"] = http_exchange_ids or []
+
     return changes, errors
 
 
@@ -378,6 +478,7 @@ _DYNAMIC_ONLY_UPDATE_FIELDS = (
     "method",
     "poc_description",
     "poc_script_code",
+    "http_exchange_ids",
 )
 
 # A dependency finding is rated in the context of the codebase that pins it, and
@@ -551,13 +652,24 @@ def _do_update(
     if class_error is not None:
         return class_error
 
-    updated = report_state.update_vulnerability_report(
-        report_id,
-        changes,
-        update_reason=update_reason,
-        updated_by_agent_id=agent_id,
-        updated_by_agent_name=agent_name,
-    )
+    try:
+        updated = report_state.update_vulnerability_report(
+            report_id,
+            changes,
+            update_reason=update_reason,
+            updated_by_agent_id=agent_id,
+            updated_by_agent_name=agent_name,
+        )
+    except Exception as e:
+        logger.exception("update_vulnerability_report persistence failed")
+        return {
+            "success": False,
+            "error": (
+                f"Failed to revise report '{report_id}': {e!s}. "
+                "The report still carries its previous content; retry the update."
+            ),
+            "report_id": report_id,
+        }
     if updated is None:
         known = [r.get("id") for r in report_state.get_existing_vulnerabilities()]
         if report_id not in known:
@@ -606,6 +718,7 @@ async def _do_create(
     cve: str | None,
     cwe: str | None,
     code_locations: list[dict[str, Any]] | None,
+    http_exchange_ids: list[str] | None = None,
     confidence_rationale: str | None = None,
     fix_verification: str | None = None,
     fix_pr_body: str | None = None,
@@ -651,6 +764,10 @@ async def _do_create(
     errors.extend(_validate_fix_verification(parsed_locations, fix_verification))
     cve, cwe, identifier_errors = _validate_identifiers(cve, cwe)
     errors.extend(identifier_errors)
+    normalized_http_exchange_ids, http_exchange_errors = _normalize_http_exchange_ids(
+        http_exchange_ids
+    )
+    errors.extend(http_exchange_errors)
 
     if errors:
         return {"success": False, "error": "Validation failed", "errors": errors}
@@ -712,6 +829,7 @@ async def _do_create(
             "code_locations": parsed_locations,
             "fix_verification": fix_verification,
             "fix_pr_body": fix_pr_body,
+            "http_exchange_ids": normalized_http_exchange_ids,
         }
 
         dedupe = await check_duplicate(candidate, existing)
@@ -738,9 +856,15 @@ async def _do_create(
             agent_id=agent_id if isinstance(agent_id, str) else None,
             agent_name=agent_name if isinstance(agent_name, str) else None,
         )
-    except (ImportError, AttributeError) as e:
+    except Exception as e:
         logger.exception("create_vulnerability_report persistence failed")
-        return {"success": False, "error": f"Failed to create vulnerability report: {e!s}"}
+        return {
+            "success": False,
+            "error": (
+                f"Failed to create vulnerability report: {e!s}. "
+                "The finding was not stored; file it again."
+            ),
+        }
     else:
         logger.info(
             "Vulnerability report created: id=%s severity=%s cvss=%.1f title=%s",
@@ -796,6 +920,7 @@ async def create_vulnerability_report(
     cve: str | None = None,
     cwe: str | None = None,
     code_locations: list[dict[str, Any]] | None = None,
+    http_exchange_ids: list[str] | None = None,
     confidence_rationale: str | None = None,
     fix_verification: str | None = None,
     fix_pr_body: str | None = None,
@@ -1040,6 +1165,18 @@ async def create_vulnerability_report(
         cve: ``CVE-YYYY-NNNNN`` if certain, else omit.
         cwe: ``CWE-NNN`` (most specific child) if certain, else omit.
         code_locations: White-box findings — list of location objects.
+        http_exchange_ids: Proxy request IDs that prove this finding.
+            Copy these IDs from ``list_requests`` or ``view_request``.
+            For a finding validated over HTTP, capture and inspect the
+            supporting exchanges and include their IDs here before filing.
+            Include relevant baseline/control requests as well as the exploit.
+            Omit only when the finding has no captured HTTP evidence (for
+            example a static-only code finding). Never invent IDs or drop
+            them to bypass a verification error; retry the capture instead.
+            If the result carries a ``warning`` that the IDs were not
+            stored, the finding is filed without them: attach them with
+            ``update_vulnerability_report`` once the proxy responds.
+            Keep IDs out of ``evidence`` and all other report text.
 
             **How ``fix_before`` / ``fix_after`` work**: they're used as
             literal GitHub/GitLab PR suggestion blocks. When a reviewer
@@ -1187,6 +1324,22 @@ async def create_vulnerability_report(
             reduce impact and lower the severity.
         fix_effort: "low"
     """
+    (
+        http_exchange_ids,
+        http_exchange_errors,
+        http_exchange_warning,
+    ) = await _verify_http_exchange_ids(ctx, http_exchange_ids)
+    if http_exchange_errors:
+        return json.dumps(
+            {
+                "success": False,
+                "error": "Validation failed",
+                "errors": http_exchange_errors,
+            },
+            ensure_ascii=False,
+            default=str,
+        )
+
     agent_id, agent_name = _caller_identity(ctx)
 
     result = await _do_create(
@@ -1211,12 +1364,13 @@ async def create_vulnerability_report(
         cve=cve,
         cwe=cwe,
         code_locations=code_locations,
+        http_exchange_ids=http_exchange_ids,
         fix_verification=fix_verification,
         fix_pr_body=fix_pr_body,
         agent_id=agent_id,
         agent_name=agent_name,
     )
-    return json.dumps(result, ensure_ascii=False, default=str)
+    return json.dumps(_with_warning(result, http_exchange_warning), ensure_ascii=False, default=str)
 
 
 @function_tool(timeout=60, strict_mode=False)
@@ -1245,6 +1399,7 @@ async def update_vulnerability_report(
     cve: str | None = None,
     cwe: str | None = None,
     code_locations: list[dict[str, Any]] | None = None,
+    http_exchange_ids: list[str] | None = None,
     fix_verification: str | None = None,
     fix_pr_body: str | None = None,
     contextual_cvss_reasoning: str | None = None,
@@ -1317,47 +1472,74 @@ async def update_vulnerability_report(
         cve: Replacement CVE id.
         cwe: Replacement CWE id.
         code_locations: Replacement code locations.
+        http_exchange_ids: Replacement proxy request ids. Pass an empty
+            list to remove all linked exchanges.
         fix_verification: Verification statement for an applyable fix.
         fix_pr_body: Replacement fix PR body.
         contextual_cvss_reasoning: Dependency findings only. What you
             observed in this codebase that justifies the contextual
             ``cvss_breakdown``.
     """
+    (
+        http_exchange_ids,
+        http_exchange_errors,
+        http_exchange_warning,
+    ) = await _verify_http_exchange_ids(ctx, http_exchange_ids)
+    if http_exchange_errors:
+        return json.dumps(
+            {
+                "success": False,
+                "error": "Validation failed",
+                "errors": http_exchange_errors,
+            },
+            ensure_ascii=False,
+            default=str,
+        )
+
+    fields = {
+        "title": title,
+        "description": description,
+        "impact": impact,
+        "target": target,
+        "technical_analysis": technical_analysis,
+        "poc_description": poc_description,
+        "poc_script_code": poc_script_code,
+        "remediation_steps": remediation_steps,
+        "evidence": evidence,
+        "assumptions": assumptions,
+        "counterevidence": counterevidence,
+        "confidence": confidence,
+        "confidence_rationale": confidence_rationale,
+        "severity_change_conditions": severity_change_conditions,
+        "fix_effort": fix_effort,
+        "cvss_breakdown": cvss_breakdown,
+        "endpoint": endpoint,
+        "method": method,
+        "cve": cve,
+        "cwe": cwe,
+        "code_locations": code_locations,
+        "http_exchange_ids": http_exchange_ids,
+        "fix_verification": fix_verification,
+        "fix_pr_body": fix_pr_body,
+        "contextual_cvss_reasoning": contextual_cvss_reasoning,
+    }
+    if http_exchange_warning and all(value is None for value in fields.values()):
+        return json.dumps(
+            {"success": False, "error": http_exchange_warning, "report_id": report_id},
+            ensure_ascii=False,
+            default=str,
+        )
+
     agent_id, agent_name = _caller_identity(ctx)
     result = await asyncio.to_thread(
         _do_update,
         report_id=report_id,
         update_reason=update_reason,
-        fields={
-            "title": title,
-            "description": description,
-            "impact": impact,
-            "target": target,
-            "technical_analysis": technical_analysis,
-            "poc_description": poc_description,
-            "poc_script_code": poc_script_code,
-            "remediation_steps": remediation_steps,
-            "evidence": evidence,
-            "assumptions": assumptions,
-            "counterevidence": counterevidence,
-            "confidence": confidence,
-            "confidence_rationale": confidence_rationale,
-            "severity_change_conditions": severity_change_conditions,
-            "fix_effort": fix_effort,
-            "cvss_breakdown": cvss_breakdown,
-            "endpoint": endpoint,
-            "method": method,
-            "cve": cve,
-            "cwe": cwe,
-            "code_locations": code_locations,
-            "fix_verification": fix_verification,
-            "fix_pr_body": fix_pr_body,
-            "contextual_cvss_reasoning": contextual_cvss_reasoning,
-        },
+        fields=fields,
         agent_id=agent_id,
         agent_name=agent_name,
     )
-    return json.dumps(result, ensure_ascii=False, default=str)
+    return json.dumps(_with_warning(result, http_exchange_warning), ensure_ascii=False, default=str)
 
 
 _DEP_SEVERITY_FROM_CVSS = {
@@ -1747,9 +1929,15 @@ async def _do_create_dependency(  # noqa: PLR0912
             agent_id=agent_id if isinstance(agent_id, str) else None,
             agent_name=agent_name if isinstance(agent_name, str) else None,
         )
-    except (ImportError, AttributeError) as e:
+    except Exception as e:
         logger.exception("create_dependency_report persistence failed")
-        return {"success": False, "error": f"Failed to create dependency report: {e!s}"}
+        return {
+            "success": False,
+            "error": (
+                f"Failed to create dependency report: {e!s}. "
+                "The finding was not stored; file it again."
+            ),
+        }
     else:
         logger.info(
             "Dependency report created: id=%s cve=%s package=%s severity=%s",

strix/tools/web_search/tool.py

@@ -1,11 +1,12 @@
-"""``web_search`` — Perplexity-backed security-focused web search."""
+"""Security-focused web research tools (Exa or Perplexity)."""
 
 from __future__ import annotations
 
 import asyncio
 import json
 import logging
-from typing import Any
+from typing import TYPE_CHECKING, Any, cast
+from urllib.parse import urlsplit, urlunsplit
 
 import requests
 from agents import RunContextWrapper, function_tool
@@ -13,6 +14,10 @@ from agents import RunContextWrapper, function_tool
 from strix.config import load_settings
 
 
+if TYPE_CHECKING:
+    from collections.abc import Callable
+
+
 logger = logging.getLogger(__name__)
 
 
@@ -41,22 +46,7 @@ Structure your response to be comprehensive yet concise, emphasizing the most cr
 security implications and details."""
 
 
-def _do_search(query: str) -> dict[str, Any]:  # noqa: PLR0911 - each error class needs its own sanitized return
-    if not query or not query.strip():
-        return {"success": False, "error": "Query cannot be empty"}
-
-    api_key = load_settings().integrations.perplexity_api_key
-    if not api_key:
-        logger.warning("web_search invoked without PERPLEXITY_API_KEY configured")
-        return {
-            "success": False,
-            "error": (
-                "Web search is not configured for this scan "
-                "(operator needs to set PERPLEXITY_API_KEY). Proceed without it"
-            ),
-        }
-    logger.info("web_search query (len=%d): %s", len(query), query[:120])
-
+def _perplexity_content(api_key: str, query: str) -> str:
     url = "https://api.perplexity.ai/chat/completions"
     headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}
     payload = {
@@ -66,61 +56,269 @@ def _do_search(query: str) -> dict[str, Any]:  # noqa: PLR0911 - each error clas
             {"role": "user", "content": query},
         ],
     }
+    with requests.post(url, headers=headers, json=payload, timeout=300) as response:
+        response.raise_for_status()
+        return str(response.json()["choices"][0]["message"]["content"])
 
+
+_EXA_PAGE_MAX_CHARS = 20000
+_EXA_MAX_CONTENT_URLS = 10
+_EXA_SUMMARY_PROMPT = (
+    "Summarize this page for a penetration tester. Keep concrete technical detail: "
+    "affected products and exact versions, CVE and CWE identifiers, CVSS scores, "
+    "exploitation preconditions, payloads or commands, and mitigations. "
+    "Leave out marketing copy and navigation text."
+)
+
+
+def _exa_result_block(result: dict[str, Any]) -> str | None:
+    result_url = str(result.get("url") or result.get("id") or "")
+    if not result_url:
+        return None
+    title = str(result.get("title") or result_url)
+    parts = [f"### {title}\n{result_url}"]
+    summary = str(result.get("summary") or "").strip()
+    if summary:
+        parts.append(summary)
+    return "\n".join(parts)
+
+
+def _exa_page_block(result: dict[str, Any]) -> str | None:
+    result_url = str(result.get("url") or result.get("id") or "")
+    text = str(result.get("text") or "").strip()
+    if not result_url or not text:
+        return None
+    if len(text) > _EXA_PAGE_MAX_CHARS:
+        text = f"{text[:_EXA_PAGE_MAX_CHARS]}\n[truncated at {_EXA_PAGE_MAX_CHARS} characters]"
+    title = str(result.get("title") or result_url)
+    return f"### {title}\n{result_url}\n\n{text}"
+
+
+def _exa_blocks(
+    results: list[Any],
+    render: Callable[[dict[str, Any]], str | None],
+) -> list[str]:
+    blocks: list[str] = []
+    for result in results:
+        if not isinstance(result, dict):
+            continue
+        block = render(cast("dict[str, Any]", result))
+        if block:
+            blocks.append(block)
+    return blocks
+
+
+def _exa_post(api_key: str, endpoint: str, payload: dict[str, Any]) -> dict[str, Any]:
+    headers = {"x-api-key": api_key, "Content-Type": "application/json"}
+    with requests.post(endpoint, headers=headers, json=payload, timeout=300) as response:
+        response.raise_for_status()
+        body: dict[str, Any] = response.json()
+    return body
+
+
+def _exa_content(api_key: str, query: str, search_type: str, num_results: int) -> str:
+    body = _exa_post(
+        api_key,
+        "https://api.exa.ai/search",
+        {
+            "query": query,
+            "type": search_type,
+            "numResults": num_results,
+            "contents": {"summary": {"query": _EXA_SUMMARY_PROMPT}},
+        },
+    )
+    blocks = _exa_blocks(body.get("results") or [], _exa_result_block)
+    if not blocks:
+        raise ValueError("Exa response has no results")
+    return "\n\n".join(blocks)
+
+
+def _normalize_url(url: str) -> str:
+    """Canonical form for matching: case-fold scheme and host only, drop a trailing slash."""
+    parts = urlsplit(url.strip())
+    return urlunsplit(
+        (parts.scheme.lower(), parts.netloc.lower(), parts.path.rstrip("/"), parts.query, "")
+    )
+
+
+def _exa_page_text(api_key: str, urls: list[str]) -> tuple[str, set[str]]:
+    """Fetch page text and report which of the requested URLs Exa returned."""
+    body = _exa_post(api_key, "https://api.exa.ai/contents", {"urls": urls, "text": True})
+    blocks: list[str] = []
+    fetched: set[str] = set()
+    results: list[Any] = body.get("results") or []
+    for result in results:
+        if not isinstance(result, dict):
+            continue
+        page = cast("dict[str, Any]", result)
+        block = _exa_page_block(page)
+        if not block:
+            continue
+        blocks.append(block)
+        fetched.add(_normalize_url(str(page.get("url") or page.get("id") or "")))
+    if not blocks:
+        raise ValueError("Exa returned no page contents")
+    return "\n\n".join(blocks), fetched
+
+
+def _resolve_provider(  # noqa: PLR0911 - each provider/missing-key case needs its own return
+    integrations: Any,
+) -> tuple[str, str] | dict[str, Any]:
+    """Pick the search provider and its key, or return a sanitized error dict."""
+    provider = integrations.web_search_provider
+    perplexity_key = integrations.perplexity_api_key
+    exa_key = integrations.exa_api_key
+
+    if provider == "perplexity":
+        if not perplexity_key:
+            return _not_configured_error("PERPLEXITY_API_KEY")
+        return ("perplexity", perplexity_key)
+    if provider == "exa":
+        if not exa_key:
+            return _not_configured_error("EXA_API_KEY")
+        return ("exa", exa_key)
+
+    if exa_key:
+        return ("exa", exa_key)
+    if perplexity_key:
+        return ("perplexity", perplexity_key)
+    return _not_configured_error("EXA_API_KEY or PERPLEXITY_API_KEY")
+
+
+def _not_configured_error(missing: str) -> dict[str, Any]:
+    logger.warning("web_search invoked without %s configured", missing)
+    return {
+        "success": False,
+        "error": (
+            "Web search is not configured for this scan "
+            f"(operator needs to set {missing}). Proceed without it"
+        ),
+    }
+
+
+def _guarded_call[T](  # noqa: PLR0911 - each error class needs its own sanitized return
+    tool: str,
+    rejected_hint: str,
+    fetch: Callable[[], T],
+) -> T | dict[str, Any]:
+    """Run a provider call and translate any failure into a sanitized error dict."""
     try:
-        with requests.post(url, headers=headers, json=payload, timeout=300) as response:
-            response.raise_for_status()
-            content = response.json()["choices"][0]["message"]["content"]
+        return fetch()
     except requests.exceptions.Timeout:
-        logger.warning("web_search timed out")
-        return {
-            "success": False,
-            "error": "Web search timed out. Try again or shorten the query",
-        }
+        logger.warning("%s timed out", tool)
+        return {"success": False, "error": f"{tool} timed out. Try again or narrow the request"}
     except requests.exceptions.HTTPError as exc:
         status = exc.response.status_code if exc.response is not None else None
-        logger.exception("web_search HTTP error status=%s", status)
+        logger.exception("%s HTTP error status=%s", tool, status)
         if status is not None and 400 <= status < 500:
-            return {
-                "success": False,
-                "error": (
-                    "Web search rejected the query. Refine it "
-                    "(more specific, shorter, no unusual characters) and retry"
-                ),
-            }
-        return {
-            "success": False,
-            "error": "Web search service is unavailable. Try again later",
-        }
+            return {"success": False, "error": rejected_hint}
+        return {"success": False, "error": f"{tool} service is unavailable. Try again later"}
     except requests.exceptions.RequestException:
-        logger.exception("web_search network error")
-        return {
-            "success": False,
-            "error": "Web search network error. Try again later",
-        }
+        logger.exception("%s network error", tool)
+        return {"success": False, "error": f"{tool} network error. Try again later"}
     except (KeyError, IndexError, ValueError):
-        logger.exception("web_search response shape unexpected")
-        return {
-            "success": False,
-            "error": "Web search returned an unexpected response. Try again",
-        }
+        logger.exception("%s response shape unexpected", tool)
+        return {"success": False, "error": f"{tool} returned an unexpected response. Try again"}
     except Exception:
-        logger.exception("web_search failed")
+        logger.exception("%s failed", tool)
+        return {"success": False, "error": f"{tool} failed unexpectedly"}
+
+
+def _do_search(query: str) -> dict[str, Any]:
+    if not query or not query.strip():
+        return {"success": False, "error": "Query cannot be empty"}
+
+    integrations = load_settings().integrations
+    resolved = _resolve_provider(integrations)
+    if isinstance(resolved, dict):
+        return resolved
+    provider, api_key = resolved
+    logger.info("web_search provider=%s query (len=%d): %s", provider, len(query), query[:120])
+
+    def fetch() -> str:
+        if provider == "exa":
+            return _exa_content(
+                api_key,
+                query,
+                integrations.exa_search_type,
+                integrations.exa_num_results,
+            )
+        return _perplexity_content(api_key, query)
+
+    outcome = _guarded_call(
+        "Web search",
+        (
+            "Web search rejected the query. Refine it "
+            "(more specific, shorter, no unusual characters) and retry"
+        ),
+        fetch,
+    )
+    if isinstance(outcome, dict):
+        return outcome
+    return {
+        "success": True,
+        "query": query,
+        "provider": provider,
+        "content": outcome,
+    }
+
+
+def _do_get_contents(urls: list[str]) -> dict[str, Any]:
+    cleaned = [url.strip() for url in urls if url and url.strip()]
+    if not cleaned:
+        return {"success": False, "error": "Provide at least one URL"}
+    if len(cleaned) > _EXA_MAX_CONTENT_URLS:
         return {
             "success": False,
-            "error": "Web search failed unexpectedly",
+            "error": f"Too many URLs. Pass at most {_EXA_MAX_CONTENT_URLS} per call",
         }
-    else:
+
+    integrations = load_settings().integrations
+    api_key = integrations.exa_api_key
+    if not api_key:
+        return _not_configured_error("EXA_API_KEY")
+    if integrations.web_search_provider == "perplexity":
+        logger.warning("web_get_contents invoked while the provider is pinned to Perplexity")
         return {
-            "success": True,
-            "query": query,
-            "content": content,
+            "success": False,
+            "error": (
+                "Page fetching needs the Exa provider "
+                "(operator pinned STRIX_WEB_SEARCH_PROVIDER to perplexity). "
+                "Use web_search instead"
+            ),
         }
 
+    logger.info("web_get_contents urls=%d", len(cleaned))
+    outcome = _guarded_call(
+        "Page fetch",
+        "Page fetch was rejected. Check the URLs are complete, public, and correctly formed",
+        lambda: _exa_page_text(api_key, cleaned),
+    )
+    if isinstance(outcome, dict):
+        return outcome
+    content, fetched = outcome
+    missing = [url for url in cleaned if _normalize_url(url) not in fetched]
+    result: dict[str, Any] = {
+        "success": True,
+        "urls": [url for url in cleaned if url not in missing],
+        "provider": "exa",
+        "content": content,
+    }
+    if missing:
+        logger.warning(
+            "web_get_contents returned %d of %d pages", len(cleaned) - len(missing), len(cleaned)
+        )
+        result["failed_urls"] = missing
+        result["warning"] = (
+            f"Exa returned no content for {len(missing)} of {len(cleaned)} requested URLs. "
+            "Those pages are missing from the content below"
+        )
+    return result
+
 
 @function_tool(timeout=330)
 async def web_search(ctx: RunContextWrapper, query: str) -> str:
-    """Real-time web search via Perplexity — your primary research tool.
+    """Real-time web search (Exa or Perplexity) — your primary research tool.
 
     Use it liberally for anything that's not in your training data:
 
@@ -150,6 +348,12 @@ async def web_search(ctx: RunContextWrapper, query: str) -> str:
     exploits, Kali-compatible tooling, and concrete code/command
     examples.
 
+    With the Exa provider you get a ranked list of results, each with a
+    title, URL, and a short security-focused summary. Read the result
+    you need, then call ``web_get_contents`` with its URL to pull the
+    full page text when a summary is not enough. With Perplexity you get
+    a single synthesized cited answer.
+
     **Good example queries** (each is a full sentence, names a
     version/product, and asks one concrete thing):
 
@@ -177,3 +381,33 @@ async def web_search(ctx: RunContextWrapper, query: str) -> str:
     """
     result = await asyncio.to_thread(_do_search, query)
     return json.dumps(result, ensure_ascii=False, default=str)
+
+
+@function_tool(timeout=330)
+async def web_get_contents(ctx: RunContextWrapper, urls: list[str]) -> str:
+    """Fetch the full, cleaned text of specific web pages (Exa only).
+
+    Use this as the drill-down step after ``web_search``: when a result's
+    summary is not enough, pass that result's URL here to read the whole
+    page. Good for reading a full advisory, a CVE writeup,
+    an exploit proof-of-concept, or vendor documentation end to end.
+
+    Prefer ``web_search`` first to find the right pages, then fetch only
+    the few URLs worth reading in full — each page can be large, so avoid
+    fetching many pages you do not need.
+
+    This tool needs the Exa provider (``EXA_API_KEY``). When the operator
+    pins the provider to Perplexity, it returns an error and you should
+    use ``web_search`` instead.
+
+    Some pages block extraction. When a page returns no content, the
+    result lists it under ``failed_urls`` and the ``content`` field holds
+    only the pages that came back. Check ``failed_urls`` before you
+    conclude that a page had nothing useful.
+
+    Args:
+        urls: The page URLs to fetch, at most 10 per call. Use complete,
+            public URLs (for example the ones returned by ``web_search``).
+    """
+    result = await asyncio.to_thread(_do_get_contents, urls)
+    return json.dumps(result, ensure_ascii=False, default=str)

tests/test_agent_graph_coordination.py

@@ -0,0 +1,258 @@
+"""Tests for parent/child coordination once a non-interactive child has finished.
+
+A non-interactive agent's loop returns after its terminal state, so nothing will
+ever read a message sent to it afterwards. Messaging it must say so instead of
+reporting delivery, waiting on it must return at once, and its completion report
+must carry the ids of the reports it actually filed so the parent does not have
+to go asking.
+"""
+
+from __future__ import annotations
+
+import json
+from typing import TYPE_CHECKING, Any, cast
+
+import pytest
+from agents.tool_context import ToolContext
+
+from strix.core.agents import AgentCoordinator
+from strix.report.state import ReportState, set_global_report_state
+from strix.tools.agents_graph.tools import agent_finish, send_message_to_agent, wait_for_agents
+
+
+if TYPE_CHECKING:
+    from collections.abc import Iterator
+    from pathlib import Path
+
+
+@pytest.fixture
+def report_state(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Iterator[ReportState]:
+    monkeypatch.chdir(tmp_path)
+    state = ReportState(run_name="test-run")
+    set_global_report_state(state)
+    yield state
+    set_global_report_state(None)
+
+
+async def _graph(*, interactive: bool) -> AgentCoordinator:
+    coordinator = AgentCoordinator()
+    await coordinator.register("root", "strix", parent_id=None)
+    await coordinator.register("child", "Validator", parent_id="root")
+    await coordinator.attach_runtime("root", resumable=interactive)
+    await coordinator.attach_runtime("child", resumable=interactive)
+    return coordinator
+
+
+async def _call(
+    tool: Any, coordinator: AgentCoordinator, agent_id: str, args: dict[str, Any], **extra: Any
+) -> dict[str, Any]:
+    ctx = ToolContext(
+        context={"coordinator": coordinator, "agent_id": agent_id, **extra},
+        tool_name=tool.name,
+        tool_call_id="call-1",
+        tool_arguments="{}",
+    )
+    raw: str = await tool.on_invoke_tool(ctx, json.dumps(args))
+    return cast("dict[str, Any]", json.loads(raw))
+
+
+# --- send_message_to_agent -------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_message_to_finished_non_interactive_child_is_not_delivered() -> None:
+    coordinator = await _graph(interactive=False)
+    await coordinator.set_status("child", "completed")
+
+    result = await _call(
+        send_message_to_agent,
+        coordinator,
+        "root",
+        {"target_agent_id": "child", "message": "did you file it?", "message_type": "query"},
+    )
+
+    assert result["success"] is False
+    assert result["delivery_status"] == "not_delivered"
+    assert result["target_status"] == "completed"
+    assert "list_reports" in result["error"]
+    assert coordinator.pending_counts.get("child", 0) == 0
+    assert coordinator.runtimes["child"].mailbox == []
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("status", ["stopped", "failed", "crashed"])
+async def test_every_terminal_non_interactive_status_is_unreachable(status: str) -> None:
+    coordinator = await _graph(interactive=False)
+    await coordinator.set_status("child", status)
+
+    assert await coordinator.send("child", {"from": "root", "content": "hi"}) is False
+    assert await coordinator.reachability("child") == (False, status)
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("status", ["running", "waiting"])
+async def test_message_to_live_child_is_delivered(status: str) -> None:
+    coordinator = await _graph(interactive=False)
+    await coordinator.set_status("child", status)
+
+    result = await _call(
+        send_message_to_agent,
+        coordinator,
+        "root",
+        {"target_agent_id": "child", "message": "wrap up"},
+    )
+
+    assert result["success"] is True
+    assert result["delivery_status"] == "delivered"
+    assert coordinator.pending_counts["child"] == 1
+
+
+@pytest.mark.asyncio
+async def test_message_to_finished_interactive_child_still_wakes_it() -> None:
+    # An interactive loop parks after finishing and resumes on a message.
+    coordinator = await _graph(interactive=True)
+    await coordinator.set_status("child", "completed")
+
+    result = await _call(
+        send_message_to_agent,
+        coordinator,
+        "root",
+        {"target_agent_id": "child", "message": "one more thing"},
+    )
+
+    assert result["success"] is True
+    assert coordinator.pending_counts["child"] == 1
+
+
+@pytest.mark.asyncio
+async def test_unknown_target_is_reported_as_not_found() -> None:
+    coordinator = await _graph(interactive=False)
+
+    result = await _call(
+        send_message_to_agent,
+        coordinator,
+        "root",
+        {"target_agent_id": "ghost", "message": "hello"},
+    )
+
+    assert result["success"] is False
+    assert result["target_status"] is None
+    assert "not found" in result["error"]
+
+
+# --- wait_for_agents -------------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_wait_returns_at_once_when_no_child_can_answer() -> None:
+    coordinator = await _graph(interactive=False)
+    await coordinator.set_status("child", "completed")
+    # The completion report was already consumed in an earlier turn.
+
+    result = await _call(
+        wait_for_agents,
+        coordinator,
+        "root",
+        {"reason": "waiting for validator", "timeout_seconds": 240},
+    )
+
+    assert result["wait_outcome"] == "no_active_agents"
+    assert result["agents"] == [{"agent_id": "child", "name": "Validator", "status": "completed"}]
+    assert coordinator.statuses["root"] == "running"
+
+
+@pytest.mark.asyncio
+async def test_wait_delivers_a_pending_report_before_checking_liveness() -> None:
+    coordinator = await _graph(interactive=False)
+    await coordinator.send("root", {"from": "child", "type": "completion", "content": "done"})
+    await coordinator.set_status("child", "completed")
+
+    result = await _call(wait_for_agents, coordinator, "root", {"timeout_seconds": 5})
+
+    assert result["wait_outcome"] == "message_arrived"
+    assert result["pending_messages"] == 1
+
+
+@pytest.mark.asyncio
+async def test_wait_still_parks_while_a_child_is_running() -> None:
+    coordinator = await _graph(interactive=False)
+
+    result = await _call(wait_for_agents, coordinator, "root", {"timeout_seconds": 1})
+
+    assert result["wait_outcome"] == "timeout"
+
+
+@pytest.mark.asyncio
+async def test_interactive_wait_parks_even_without_active_children() -> None:
+    # In an interactive run a finished child can be woken later, so parking is
+    # legitimate; the run loop's own auto-resume bounds the wait.
+    coordinator = await _graph(interactive=True)
+    await coordinator.set_status("child", "completed")
+
+    result = await _call(
+        wait_for_agents, coordinator, "root", {"timeout_seconds": 5}, interactive=True
+    )
+
+    assert result["wait_outcome"] == "waiting"
+
+
+# --- agent_finish ----------------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_agent_finish_lists_the_reports_the_child_filed(report_state: ReportState) -> None:
+    coordinator = await _graph(interactive=False)
+    mine = report_state.add_vulnerability_report(
+        title="IDOR on /api/audits", severity="high", agent_id="child", agent_name="Validator"
+    )
+    report_state.add_vulnerability_report(title="Root's own", severity="low", agent_id="root")
+
+    result = await _call(
+        agent_finish,
+        coordinator,
+        "child",
+        {"result_summary": "confirmed", "findings": ["IDOR confirmed"]},
+        parent_id="root",
+    )
+
+    assert result["filed_report_ids"] == [mine]
+    delivered = coordinator.runtimes["root"].mailbox
+    assert len(delivered) == 1
+    assert delivered[0]["filed_report_ids"] == [mine]
+    body = delivered[0]["content"]
+    assert f"- {mine} [HIGH] IDOR on /api/audits" in body
+    assert "Root's own" not in body
+
+
+@pytest.mark.asyncio
+async def test_agent_finish_states_explicitly_when_nothing_was_filed(
+    report_state: ReportState,
+) -> None:
+    coordinator = await _graph(interactive=False)
+    report_state.add_vulnerability_report(title="Someone else's", severity="low", agent_id="root")
+
+    result = await _call(
+        agent_finish,
+        coordinator,
+        "child",
+        {"result_summary": "nothing exploitable", "findings": ["ruled out X"]},
+        parent_id="root",
+    )
+
+    assert result["filed_report_ids"] == []
+    body = coordinator.runtimes["root"].mailbox[0]["content"]
+    assert "Vulnerability reports filed by this agent" in body
+    assert body.index("filed by this agent") < body.index("- (none)")
+
+
+@pytest.mark.asyncio
+async def test_agent_finish_without_report_state_still_completes() -> None:
+    set_global_report_state(None)
+    coordinator = await _graph(interactive=False)
+
+    result = await _call(
+        agent_finish, coordinator, "child", {"result_summary": "done"}, parent_id="root"
+    )
+
+    assert result["success"] is True
+    assert result["filed_report_ids"] == []

tests/test_cloud_cli.py

@@ -534,6 +534,69 @@ def test_insufficient_credits_exits_with_payment_code(monkeypatch: pytest.Monkey
     assert cloud.run_cloud(["scans", "start", "--domain-ids", "d1"]) == http.EXIT_PAYMENT
 
 
+def test_insufficient_credits_always_prints_topup_instruction(
+    monkeypatch: pytest.MonkeyPatch, capsys: Any
+) -> None:
+    monkeypatch.setattr(
+        http,
+        "request",
+        lambda *_a, **_k: FakeResponse(
+            status_code=402,
+            payload={"detail": "Out of credits.", "code": "scan_credit_limit_reached"},
+        ),
+    )
+    monkeypatch.setattr(sys.stdout, "isatty", lambda: True)
+    argv = ["scans", "start", "--domain-ids", "d1", "--app-url", "https://app.strix.ai"]
+    assert cloud.run_cloud(argv) == http.EXIT_PAYMENT
+    output = " ".join(capsys.readouterr().out.split())
+    assert "Error: Out of credits." in output
+    assert "Next step:" in output
+    assert "strix cloud billing topup --credits <count>" in output
+    assert "https://app.strix.ai/settings/billing" in output
+    assert "strix cloud billing credits" in output
+
+
+def test_insufficient_credits_shows_platform_hint_once(
+    monkeypatch: pytest.MonkeyPatch, capsys: Any
+) -> None:
+    hint = "Buy credits at https://app.strix.ai/settings/billing. Then retry this request."
+    payload = {
+        "detail": f"Out of credits. {hint}",
+        "code": "scan_credit_limit_reached",
+        "hint": hint,
+        "topup_url": "https://app.strix.ai/settings/billing",
+    }
+    monkeypatch.setattr(
+        http, "request", lambda *_a, **_k: FakeResponse(status_code=402, payload=payload)
+    )
+    assert cloud.run_cloud(["scans", "start", "--domain-ids", "d1", "--json"]) == http.EXIT_PAYMENT
+    result = json.loads(capsys.readouterr().out)
+    assert result["error"] == "Out of credits."
+    assert result["next_step"] == hint
+    assert result["topup_url"] == "https://app.strix.ai/settings/billing"
+
+    monkeypatch.setattr(sys.stdout, "isatty", lambda: True)
+    assert cloud.run_cloud(["scans", "start", "--domain-ids", "d1"]) == http.EXIT_PAYMENT
+    output = " ".join(capsys.readouterr().out.split())
+    assert output.count(hint) == 1
+    assert "Error: Out of credits." in output
+    assert f"Next step: {hint}" in output
+
+
+def test_payment_required_without_body_names_the_topup_command(
+    monkeypatch: pytest.MonkeyPatch, capsys: Any
+) -> None:
+    monkeypatch.setattr(
+        http, "request", lambda *_a, **_k: FakeResponse(status_code=402, payload={})
+    )
+    argv = ["scans", "start", "--domain-ids", "d1", "--json", "--app-url", "https://app.strix.ai"]
+    assert cloud.run_cloud(argv) == http.EXIT_PAYMENT
+    result = json.loads(capsys.readouterr().out)
+    assert result["error"] == "Not enough credits to run this command."
+    assert "strix cloud billing topup --credits <count>" in result["next_step"]
+    assert "https://app.strix.ai/settings/billing" in result["next_step"]
+
+
 def test_data_rejects_non_object() -> None:
     assert cloud.run_cloud(["scans", "start", "--data", "[1,2]"]) == http.EXIT_USAGE
     assert cloud.run_cloud(["scans", "start", "--data", "not json"]) == http.EXIT_USAGE

tests/test_cloud_source_upload.py

@@ -655,3 +655,44 @@ def test_incomplete_upload_credentials_delete_the_reserved_upload(
     monkeypatch.setattr(http, "request", fake_request)
     assert cloud.run_cloud(["scans", "start", "--source", str(tmp_path), "--yes", "--json"]) == 1
     assert ("DELETE", "/uploads/upload-incomplete") in paths
+
+
+def test_archive_source_is_rejected_with_directory_guidance(tmp_path: Path) -> None:
+    archive = tmp_path / "backend.zip"
+    with zipfile.ZipFile(archive, "w") as bundle:
+        bundle.writestr("app.py", "print('safe')\n")
+
+    with pytest.raises(http.CloudError, match="not an archive") as raised:
+        source_upload.prepare_source(
+            str(archive),
+            include_hidden=False,
+            include_sensitive=False,
+            include_archives=False,
+            exclude=[],
+        )
+    assert raised.value.next_step is not None
+    assert "--source" in raised.value.next_step
+    assert "--dry-run --show-files" in raised.value.next_step
+
+
+def test_oversize_archive_names_largest_files_and_exclude_guidance(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    (tmp_path / "app.py").write_text("print('safe')\n", encoding="utf-8")
+    (tmp_path / "big.bin").write_bytes(os.urandom(4096))
+    monkeypatch.setattr(source_upload, "MAX_ARCHIVE_BYTES", 1024)
+
+    with pytest.raises(http.CloudError, match=r"larger than the 0\.0 MiB upload limit") as raised:
+        source_upload.prepare_source(
+            str(tmp_path),
+            include_hidden=False,
+            include_sensitive=False,
+            include_archives=False,
+            exclude=[],
+        )
+    message = str(raised.value)
+    assert message.index("big.bin") < message.index("app.py")
+    assert raised.value.next_step is not None
+    assert "--exclude" in raised.value.next_step
+    assert "--dry-run --show-files" in raised.value.next_step
+    assert not list(tmp_path.glob("strix-source-*.zip"))

tests/test_config_loader.py

@@ -30,6 +30,8 @@ _LLM_ENV_KEYS = [
     "STRIX_FORCE_REQUIRED_TOOL_CHOICE",
     "LLM_TIMEOUT",
     "PERPLEXITY_API_KEY",
+    "EXA_API_KEY",
+    "STRIX_WEB_SEARCH_PROVIDER",
     # RuntimeSettings
     "STRIX_IMAGE",
     "STRIX_RUNTIME_BACKEND",
@@ -80,6 +82,17 @@ def test_read_json_overrides_maps_to_nested_settings(tmp_path: Path) -> None:
     }
 
 
+def test_read_json_overrides_maps_exa_and_provider(tmp_path: Path) -> None:
+    path = tmp_path / "cli-config.json"
+    path.write_text(
+        json.dumps({"env": {"EXA_API_KEY": "exa-key", "STRIX_WEB_SEARCH_PROVIDER": "exa"}}),
+        encoding="utf-8",
+    )
+    assert loader._read_json_overrides(path) == {
+        "integrations": {"exa_api_key": "exa-key", "web_search_provider": "exa"},
+    }
+
+
 def test_read_json_overrides_skips_keys_already_in_environ(
     tmp_path: Path, monkeypatch: pytest.MonkeyPatch
 ) -> None:
@@ -208,6 +221,191 @@ def test_persist_current_writes_env_block(tmp_path: Path, monkeypatch: pytest.Mo
     }
 
 
+def test_persist_current_keeps_file_values_when_env_is_unset(tmp_path: Path) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(
+        json.dumps({"env": {"STRIX_LLM": "file-model", "LLM_API_KEY": "file-key"}}),
+        encoding="utf-8",
+    )
+    loader.apply_config_override(target)
+    assert loader.load_settings().llm.model == "file-model"
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {
+        "env": {"STRIX_LLM": "file-model", "LLM_API_KEY": "file-key"}
+    }
+
+
+def test_persist_current_env_overrides_file_value(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(
+        json.dumps({"env": {"STRIX_LLM": "file-model", "PERPLEXITY_API_KEY": "file-pplx"}}),
+        encoding="utf-8",
+    )
+    loader.apply_config_override(target)
+    monkeypatch.setenv("PERPLEXITY_API_KEY", "env-pplx")
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {
+        "env": {"STRIX_LLM": "file-model", "PERPLEXITY_API_KEY": "env-pplx"}
+    }
+
+
+def test_linked_llm_model_change_drops_stored_key_and_base(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(
+        json.dumps(
+            {
+                "env": {
+                    "STRIX_LLM": "file-model",
+                    "LLM_API_KEY": "file-key",
+                    "LLM_API_BASE": "http://file-base",
+                    "PERPLEXITY_API_KEY": "pplx",
+                }
+            }
+        ),
+        encoding="utf-8",
+    )
+    loader.apply_config_override(target)
+    monkeypatch.setenv("STRIX_LLM", "env-model")
+
+    llm = loader.load_settings().llm
+    assert llm.model == "env-model"
+    assert llm.api_key is None
+    assert llm.api_base is None
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {
+        "env": {"STRIX_LLM": "env-model", "PERPLEXITY_API_KEY": "pplx"}
+    }
+
+
+def test_linked_llm_key_change_drops_stored_model(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(
+        json.dumps({"env": {"STRIX_LLM": "file-model", "LLM_API_KEY": "file-key"}}),
+        encoding="utf-8",
+    )
+    loader.apply_config_override(target)
+    monkeypatch.setenv("LLM_API_KEY", "new-key")
+
+    assert loader.load_settings().llm.model is None
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {"env": {"LLM_API_KEY": "new-key"}}
+
+
+def test_linked_llm_secondary_alias_in_env_is_not_a_change(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(
+        json.dumps({"env": {"STRIX_LLM": "file-model", "LLM_API_KEY": "file-key"}}),
+        encoding="utf-8",
+    )
+    loader.apply_config_override(target)
+    monkeypatch.setenv("LLM_API_KEY", "file-key")
+    monkeypatch.setenv("OPENAI_API_KEY", "unrelated-global-key")
+
+    llm = loader.load_settings().llm
+    assert llm.model == "file-model"
+    assert llm.api_key == "file-key"
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {
+        "env": {"STRIX_LLM": "file-model", "LLM_API_KEY": "file-key"}
+    }
+
+
+def test_linked_llm_unchanged_env_keeps_stored_key(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(
+        json.dumps({"env": {"STRIX_LLM": "file-model", "LLM_API_KEY": "file-key"}}),
+        encoding="utf-8",
+    )
+    loader.apply_config_override(target)
+    monkeypatch.setenv("STRIX_LLM", "file-model")
+
+    assert loader.load_settings().llm.api_key == "file-key"
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {
+        "env": {"STRIX_LLM": "file-model", "LLM_API_KEY": "file-key"}
+    }
+
+
+def test_persist_current_env_alias_replaces_other_alias_in_file(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(json.dumps({"env": {"OPENAI_API_KEY": "old-key"}}), encoding="utf-8")
+    loader.apply_config_override(target)
+    monkeypatch.setenv("LLM_API_KEY", "new-key")
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {"env": {"LLM_API_KEY": "new-key"}}
+
+
+def test_persist_current_empty_env_clears_file_value(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(
+        json.dumps({"env": {"STRIX_LLM": "file-model", "PERPLEXITY_API_KEY": "pplx"}}),
+        encoding="utf-8",
+    )
+    loader.apply_config_override(target)
+    monkeypatch.setenv("PERPLEXITY_API_KEY", "")
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {"env": {"STRIX_LLM": "file-model"}}
+
+
+def test_persist_current_empty_primary_alias_does_not_save_sibling(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text(json.dumps({"env": {"PERPLEXITY_API_KEY": "pplx"}}), encoding="utf-8")
+    loader.apply_config_override(target)
+    monkeypatch.setenv("LLM_API_KEY", "")
+    monkeypatch.setenv("OPENAI_API_KEY", "sibling-key")
+
+    assert loader.load_settings().llm.api_key == ""
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {"env": {"PERPLEXITY_API_KEY": "pplx"}}
+
+
+def test_persist_current_replaces_corrupt_file(
+    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    target = tmp_path / "cli-config.json"
+    target.write_text("{not json", encoding="utf-8")
+    loader.apply_config_override(target)
+    monkeypatch.setenv("STRIX_LLM", "env-model")
+
+    loader.persist_current()
+
+    assert json.loads(target.read_text(encoding="utf-8")) == {"env": {"STRIX_LLM": "env-model"}}
+
+
 def test_persist_current_sets_0600_mode(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setenv("STRIX_LLM", "persisted-model")
     target = tmp_path / "cli-config.json"

tests/test_dedupe_model.py

@@ -114,7 +114,14 @@ def test_config_file_loads_dedupe_model(
     tmp_path: Path,
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
-    for key in ("STRIX_LLM", "STRIX_DEDUPE_MODEL", "STRIX_DEDUPE_REASONING_EFFORT"):
+    for key in (
+        "STRIX_LLM",
+        "LLM_API_KEY",
+        "OPENAI_API_KEY",
+        "LLM_API_BASE",
+        "STRIX_DEDUPE_MODEL",
+        "STRIX_DEDUPE_REASONING_EFFORT",
+    ):
         monkeypatch.delenv(key, raising=False)
     path = tmp_path / "config.json"
     path.write_text(

tests/test_go_tui_runtime.py

@@ -19,6 +19,7 @@ from strix.config.settings import DEFAULT_MAX_TURNS
 from strix.interface.tui import runtime as go_tui
 from strix.interface.tui import sidecar
 from strix.interface.tui.runtime import GoTuiRuntime
+from strix.report.state import ReportState
 
 
 def args() -> argparse.Namespace:
@@ -1027,3 +1028,29 @@ async def test_prepare_and_start_runs_the_scan_after_preparation(
 
     assert order == ["preflight", "persist", "prepare", "telemetry", "state", "scan"]
     assert runtime.controller.scan_state == "running"
+
+
+def test_sync_fingerprint_tracks_report_revisions(tmp_path: Path) -> None:
+    runtime = GoTuiRuntime(args())
+    runtime.report_state = ReportState(run_name="test-run")
+    runtime.report_state.vulnerability_reports = [{"id": "vuln-0001", "title": "Old title"}]
+    runtime.report_state.get_run_dir = lambda: tmp_path  # type: ignore[method-assign]
+
+    report = runtime.report_state.vulnerability_reports[0]
+    timestamp = "2026-09-09 10:00:00 UTC"
+
+    before = runtime._runtime_sync_fingerprint()
+    report.update(
+        {
+            "title": "New title",
+            "updated_at": timestamp,
+            "update_history": [{"timestamp": timestamp, "fields": ["title"]}],
+        }
+    )
+    first_revision = runtime._runtime_sync_fingerprint()
+    assert first_revision != before
+
+    report["title"] = "Newer title"
+    report["update_history"].append({"timestamp": timestamp, "fields": ["title"]})
+
+    assert runtime._runtime_sync_fingerprint() != first_revision

tests/test_import_warmup.py

@@ -1,12 +1,10 @@
-"""The import warm-up thread must never leave the import system poisoned.
+"""The import warm-up thread must never race the main thread into the engine.
 
-Field failure: the warm-up thread's ``strix.core.runner`` import and the main
-thread's ``strix.report`` import both walked the agents SDK graph, and the two
-held each other's import locks (report -> dedupe -> agents while runner ->
-hooks -> report.state). CPython's deadlock avoidance breaks such a cycle by
-failing one import, which strands finished submodules in ``sys.modules`` with
-their parent package gone — and the next import of one of those submodules
-crashes with "partially initialized module".
+Two threads that enter the same package graph from different modules hold
+each other's import locks (warm-up: ``strix.core.runner`` -> ``agents``;
+main: ``agents.models.interface``). CPython breaks such a cycle by failing one
+of the imports, so the main thread waits for the warm-up before its first
+engine import.
 """
 
 from __future__ import annotations
@@ -14,10 +12,16 @@ from __future__ import annotations
 import subprocess
 import sys
 import textwrap
+import threading
+from typing import TYPE_CHECKING
 
 from strix.llm import warmup
 
 
+if TYPE_CHECKING:
+    import pytest
+
+
 def _run(code: str) -> subprocess.CompletedProcess[str]:
     return subprocess.run(  # noqa: S603
         [sys.executable, "-c", textwrap.dedent(code)],
@@ -56,44 +60,49 @@ def test_check_duplicate_resolves_lazily() -> None:
     assert result.returncode == 0, result.stderr
 
 
-def test_failed_warm_import_purges_orphaned_submodules() -> None:
+def test_wait_for_import_warmup_lets_main_thread_import_the_agents_graph() -> None:
     result = _run(
         """
         import sys
 
-        from strix.llm.warmup import _warm
+        from strix.llm.warmup import start_import_warmup, wait_for_import_warmup
 
-        # A package whose import fails after a submodule already completed:
-        # CPython removes the package but leaves the submodule stranded.
-        import pathlib
-        import tempfile
+        # Same shape as the CLI: warm-up starts, then the main thread needs a
+        # module from the middle of the agents graph.
+        start_import_warmup()
+        wait_for_import_warmup()
 
-        root = pathlib.Path(tempfile.mkdtemp())
-        pkg = root / "stranded_pkg"
-        pkg.mkdir()
-        (pkg / "ok.py").write_text("VALUE = 1")
-        (pkg / "__init__.py").write_text("from . import ok\\nraise RuntimeError('boom')")
-        sys.path.insert(0, str(root))
+        from agents.models.interface import ModelTracing  # noqa: F401
 
-        _warm(("stranded_pkg",))
-
-        assert "stranded_pkg" not in sys.modules
-        assert "stranded_pkg.ok" not in sys.modules, "orphan survived the purge"
-
-        # And the subtree imports cleanly afterwards up to the real error.
-        try:
-            import stranded_pkg  # noqa: F401
-        except RuntimeError:
-            pass
-        else:
-            raise AssertionError("expected the package's own error")
+        assert "agents" in sys.modules
+        assert "agents.models" in sys.modules
+        assert "strix.core.runner" in sys.modules
         """
     )
     assert result.returncode == 0, result.stderr
 
 
-def test_purge_does_not_touch_preexisting_or_healthy_modules() -> None:
-    before = frozenset(sys.modules) - {"strix.llm.warmup"}
-    warmup._purge_orphaned_modules(before)
-    assert "strix.llm.warmup" in sys.modules  # parent chain intact -> kept
-    assert "strix" in sys.modules
+def test_wait_for_import_warmup_blocks_until_the_thread_finishes(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    release = threading.Event()
+    monkeypatch.setattr(warmup, "_warm", lambda _modules: release.wait())
+    monkeypatch.setattr(warmup, "_thread", None)
+    warmup.start_import_warmup(())
+
+    waiter = threading.Thread(target=warmup.wait_for_import_warmup)
+    waiter.start()
+    waiter.join(0.2)
+    assert waiter.is_alive(), "returned before the warm-up finished"
+
+    release.set()
+    waiter.join(5)
+    assert not waiter.is_alive()
+
+
+def test_failed_warm_import_does_not_raise() -> None:
+    warmup._warm(("strix_no_such_module_for_warmup_test",))
+
+
+def test_wait_for_import_warmup_is_a_no_op_without_a_thread() -> None:
+    warmup.wait_for_import_warmup()

tests/test_models.py

@@ -2,20 +2,27 @@
 
 from __future__ import annotations
 
+import litellm
 import pytest
 from agents.extensions.models.litellm_model import LitellmModel
 from agents.model_settings import ModelSettings
+from agents.models import _openai_shared
+from agents.models.openai_chatcompletions import OpenAIChatCompletionsModel
+from agents.models.openai_responses import OpenAIResponsesModel
 
 from strix.config.models import (
     RECOMMENDED_MODEL_NAMES,
     StrixProvider,
     _NonStreamingModel,
     _TurnGuardModel,
+    configure_sdk_model_defaults,
     is_recommended_or_frontier_model,
     request_timeout_extra_args,
     routes_through_litellm,
     supports_strict_tool_schemas,
+    uses_chat_completions_tool_schema,
 )
+from strix.config.settings import Settings
 
 
 @pytest.mark.parametrize("model_name", RECOMMENDED_MODEL_NAMES)
@@ -72,6 +79,21 @@ def test_recommended_models_are_matched_case_insensitively() -> None:
         "moonshot/kimi-k2.6",
         "kimi-k2.7-code",
         "moonshot/kimi-k3",
+        "anthropic/claude-fable-5-1",
+        "vertex_ai/claude-fable-5-1@default",
+        "gemini/gemini-3.7-flash",
+        "glm-5.3",
+        "zai/glm-5.3-flash",
+        "openrouter/z-ai/glm-5.3",
+        "novita/zai-org/glm-5.2",
+        "openai/glm-5.3",
+        "openai/zai-org/glm-5.3",
+        "hosted_vllm/glm-5.3",
+        "openai/claude-opus-4-8",
+        "openai/deepseek-v4-pro",
+        "custom-ollama/gpt-5-mini-local",
+        "custom-provider/claude-opus-4-local",
+        "custom-provider/glm-5.3-local",
     ],
 )
 def test_frontier_model_families_are_accepted(model_name: str) -> None:
@@ -86,12 +108,13 @@ def test_frontier_model_families_are_accepted(model_name: str) -> None:
         "anthropic/claude-3-5-sonnet-latest",
         "ollama/llama3.1",
         "deepseek/deepseek-chat",
-        "custom-ollama/gpt-5-mini-local",
-        "custom-provider/claude-opus-4-local",
         "xai/grok-4.5",
         "openrouter/x-ai/grok-4",
         "mistral/mistral-medium-3-5",
         "mistral/magistral-medium-latest",
+        "zai/glm-4.7",
+        "openai/glm-4.7",
+        "openrouter/z-ai/glm-5",
     ],
 )
 def test_non_frontier_models_are_rejected(model_name: str) -> None:
@@ -152,3 +175,46 @@ def test_routes_through_litellm_matches_the_provider(
     while isinstance(model, _NonStreamingModel | _TurnGuardModel):
         model = model._inner
     assert isinstance(model, LitellmModel) is litellm
+
+
+def test_api_type_override_settings(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("STRIX_LLM", "gpt-4")
+    monkeypatch.setenv("STRIX_API_TYPE", "chat_completions")
+    assert uses_chat_completions_tool_schema("gpt-4", Settings()) is True
+    monkeypatch.setenv("STRIX_LLM", "openai/gpt-4")
+    monkeypatch.setenv("STRIX_API_TYPE", "responses")
+    assert uses_chat_completions_tool_schema("openai/gpt-4", Settings()) is False
+    monkeypatch.setenv("STRIX_LLM", "anthropic/claude-sonnet-4-5")
+    assert uses_chat_completions_tool_schema("anthropic/claude-sonnet-4-5", Settings()) is True
+
+
+@pytest.mark.parametrize(
+    ("api_type", "expected"),
+    [
+        (None, OpenAIChatCompletionsModel),
+        ("chat_completions", OpenAIChatCompletionsModel),
+        ("responses", OpenAIResponsesModel),
+    ],
+)
+def test_api_type_overrides_the_api_base_route(
+    monkeypatch: pytest.MonkeyPatch, api_type: str | None, expected: type
+) -> None:
+    """``LLM_API_BASE`` defaults to chat completions. ``STRIX_API_TYPE`` must win."""
+    monkeypatch.setattr(_openai_shared, "_use_responses_by_default", True)
+    monkeypatch.setattr(_openai_shared, "_default_openai_client", None)
+    monkeypatch.setattr(_openai_shared, "_default_openai_key", None)
+    monkeypatch.setattr(litellm, "api_key", None)
+    monkeypatch.setattr(litellm, "api_base", None)
+    monkeypatch.setenv("OPENAI_API_KEY", "test-key")
+    monkeypatch.setenv("OPENAI_BASE_URL", "")
+    monkeypatch.setenv("STRIX_LLM", "gpt-5")
+    monkeypatch.setenv("LLM_API_KEY", "test-key")
+    monkeypatch.setenv("LLM_API_BASE", "https://gateway.example/v1")
+    monkeypatch.delenv("STRIX_API_TYPE", raising=False)
+    if api_type is not None:
+        monkeypatch.setenv("STRIX_API_TYPE", api_type)
+    configure_sdk_model_defaults(Settings())
+    model = StrixProvider().get_model("gpt-5")
+    while isinstance(model, _NonStreamingModel | _TurnGuardModel):
+        model = model._inner
+    assert isinstance(model, expected)

tests/test_proxy_client.py

@@ -9,6 +9,7 @@ call at a time against the shared client.
 from __future__ import annotations
 
 import asyncio
+from types import SimpleNamespace
 from typing import TYPE_CHECKING, Any, cast
 
 import pytest
@@ -227,3 +228,27 @@ async def test_ctx_client_degrades_when_bootstrap_failed() -> None:
 
     handle = CaidoBootstrapHandle(asyncio.ensure_future(_bootstrap()))
     assert await tools._ctx_client(cast("Any", _Ctx({"caido_client": handle}))) is None
+
+
+async def test_existing_request_ids_queries_current_project(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    client = _FakeClient("host")
+    looked_up: list[str] = []
+
+    async def get_request_with_client(passed_client: Any, request_id: str) -> Any:
+        assert passed_client is client
+        looked_up.append(request_id)
+        if request_id == "1042":
+            return SimpleNamespace(request=SimpleNamespace(id="1042"))
+        return None
+
+    monkeypatch.setattr(caido_api, "get_request_with_client", get_request_with_client)
+
+    existing = await tools.existing_request_ids(
+        cast("Any", _Ctx({"caido_client": client})),
+        ["1042", "1088"],
+    )
+
+    assert existing == {"1042"}
+    assert looked_up == ["1042", "1088"]

tests/test_reporting_fields.py

@@ -2,9 +2,11 @@
 
 from __future__ import annotations
 
-from typing import TYPE_CHECKING, Any
+import json
+from typing import TYPE_CHECKING, Any, cast
 
 import pytest
+from agents.tool_context import ToolContext
 
 from strix.report.dedupe import (
     _check_dependency_duplicate,
@@ -13,10 +15,13 @@ from strix.report.dedupe import (
 )
 from strix.report.state import ReportState, set_global_report_state
 from strix.tools.finish.tool import finish_scan
+from strix.tools.reporting import tool as reporting_tool
 from strix.tools.reporting.tool import (
     _do_create,
     _do_create_dependency,
     _do_update,
+    _normalize_http_exchange_ids,
+    _verify_http_exchange_ids,
     create_dependency_report,
     create_vulnerability_report,
     update_vulnerability_report,
@@ -115,6 +120,7 @@ async def test_create_report_persists_new_fields(report_state: ReportState) -> N
         cve=None,
         cwe="CWE-79",
         code_locations=None,
+        http_exchange_ids=["1042", "1042", "1088"],
         fix_pr_body="## Fix\nEncode output.",
     )
     assert result["success"] is True
@@ -127,6 +133,51 @@ async def test_create_report_persists_new_fields(report_state: ReportState) -> N
     assert report["counterevidence"] == "No output encoding or CSP observed on this response."
     assert report["confidence"] == "high"
     assert report["severity_change_conditions"] == "A strict CSP would lower the severity."
+    assert report["http_exchange_ids"] == ["1042", "1088"]
+
+
+def test_create_report_does_not_commit_when_callback_fails(
+    report_state: ReportState,
+) -> None:
+    def fail_persistence(_report: dict[str, Any]) -> None:
+        raise RuntimeError("persistence failed")
+
+    report_state.vulnerability_found_callback = fail_persistence
+
+    with pytest.raises(RuntimeError, match="persistence failed"):
+        report_state.add_vulnerability_report(
+            title="Unstored finding",
+            severity="high",
+            http_exchange_ids=["1042"],
+        )
+
+    assert report_state.vulnerability_reports == []
+
+
+def test_failed_revision_keeps_old_evidence_and_can_be_retried(
+    report_state: ReportState,
+) -> None:
+    report_id = report_state.add_vulnerability_report(
+        title="Original finding", severity="high", http_exchange_ids=["1042"]
+    )
+    original = dict(report_state.vulnerability_reports[0])
+
+    def fail_persistence(revised: dict[str, Any]) -> None:
+        assert revised["http_exchange_ids"] == ["1088"]
+        assert report_state.vulnerability_reports[0] == original
+        raise RuntimeError("persistence failed")
+
+    report_state.vulnerability_updated_callback = fail_persistence
+    changes = {"title": "Revised finding", "http_exchange_ids": ["1088"]}
+    with pytest.raises(RuntimeError, match="persistence failed"):
+        report_state.update_vulnerability_report(report_id, changes)
+    assert report_state.vulnerability_reports[0] == original
+
+    report_state.vulnerability_updated_callback = None
+    revised = report_state.update_vulnerability_report(report_id, changes)
+    assert revised is not None
+    assert revised["http_exchange_ids"] == ["1088"]
+    assert len(revised["update_history"]) == 1
 
 
 async def test_create_report_requires_evidence_and_assumptions(
@@ -1040,7 +1091,13 @@ def test_tool_descriptions_include_formatting_guidance() -> None:
 
 def test_vuln_tool_exposes_new_params() -> None:
     props = create_vulnerability_report.params_json_schema["properties"]
-    for field in ("evidence", "assumptions", "fix_effort", "fix_pr_body"):
+    for field in (
+        "evidence",
+        "assumptions",
+        "fix_effort",
+        "fix_pr_body",
+        "http_exchange_ids",
+    ):
         assert field in props
 
     dep_props = create_dependency_report.params_json_schema["properties"]
@@ -1355,6 +1412,158 @@ def test_update_vulnerability_report_records_chained_impact(report_state: Report
     assert report_state.update_vulnerability_report("vuln-0404", {"severity": "high"}) is None
 
 
+def test_update_replaces_http_exchange_ids(report_state: ReportState) -> None:
+    _seed_weak_report(report_state)
+
+    result = _do_update(
+        report_id="vuln-0009",
+        update_reason="A replay produced a clearer proving exchange.",
+        fields={"http_exchange_ids": ["204", "204", "205"]},
+    )
+
+    assert result["success"] is True
+    assert report_state.vulnerability_reports[0]["http_exchange_ids"] == ["204", "205"]
+
+
+async def test_create_rejects_invalid_http_exchange_ids(report_state: ReportState) -> None:
+    result = await _do_create(
+        **_CONFIRMED_KWARGS,
+        http_exchange_ids=["ok", "contains space"],
+    )
+
+    assert result["success"] is False
+    assert any("visible ASCII" in error for error in result["errors"])
+    assert report_state.vulnerability_reports == []
+
+
+def test_http_exchange_id_limit_applies_after_deduplication() -> None:
+    request_ids, errors = _normalize_http_exchange_ids(["1042"] * 11)
+
+    assert errors == []
+    assert request_ids == ["1042"]
+
+
+async def test_http_exchange_ids_must_exist_in_current_proxy_project(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    async def existing_request_ids(
+        _ctx: Any,
+        _request_ids: list[str],
+    ) -> set[str]:
+        return {"1042"}
+
+    monkeypatch.setattr(reporting_tool, "existing_request_ids", existing_request_ids)
+
+    request_ids, errors, warning = await _verify_http_exchange_ids(
+        cast("Any", object()),
+        ["1042", "1088"],
+    )
+
+    assert request_ids is None
+    assert errors == ["http_exchange_ids do not exist in the current proxy project: 1088"]
+    assert warning is None
+
+
+async def test_http_exchange_ids_are_dropped_when_proxy_cannot_be_queried(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    async def existing_request_ids(
+        _ctx: Any,
+        _request_ids: list[str],
+    ) -> set[str]:
+        raise RuntimeError("Caido client is not available")
+
+    monkeypatch.setattr(reporting_tool, "existing_request_ids", existing_request_ids)
+
+    request_ids, errors, warning = await _verify_http_exchange_ids(
+        cast("Any", object()),
+        ["1042", "1042", "1088"],
+    )
+
+    assert request_ids is None
+    assert errors == []
+    assert warning is not None
+    assert "not stored" in warning
+    assert "update_vulnerability_report" in warning
+
+
+async def test_create_reports_persistence_failure_as_tool_error(
+    report_state: ReportState,
+) -> None:
+    def fail_persistence(_report: dict[str, Any]) -> None:
+        raise RuntimeError("persistence failed")
+
+    report_state.vulnerability_found_callback = fail_persistence
+
+    result = await _do_create(**_CONFIRMED_KWARGS, http_exchange_ids=["1042"])
+
+    assert result["success"] is False
+    assert "persistence failed" in result["error"]
+    assert "file it again" in result["error"]
+    assert report_state.vulnerability_reports == []
+
+
+async def test_evidence_only_update_reports_proxy_outage_as_retryable(
+    report_state: ReportState,
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    _seed_weak_report(report_state)
+    original = dict(report_state.vulnerability_reports[0])
+
+    async def existing_request_ids(
+        _ctx: Any,
+        _request_ids: list[str],
+    ) -> set[str]:
+        raise RuntimeError("Caido client is not available")
+
+    monkeypatch.setattr(reporting_tool, "existing_request_ids", existing_request_ids)
+
+    ctx = ToolContext(
+        context={"agent_id": "root"},
+        tool_name="update_vulnerability_report",
+        tool_call_id="call-1",
+        tool_arguments="{}",
+    )
+    raw = await update_vulnerability_report.on_invoke_tool(
+        ctx,
+        json.dumps(
+            {
+                "report_id": "vuln-0009",
+                "update_reason": "A replay produced a clearer proving exchange.",
+                "http_exchange_ids": ["204"],
+            }
+        ),
+    )
+    result = json.loads(raw)
+
+    assert result["success"] is False
+    assert "No fields to update" not in result["error"]
+    assert "update_vulnerability_report" in result["error"]
+    assert result["report_id"] == "vuln-0009"
+    assert report_state.vulnerability_reports[0] == original
+
+
+def test_update_reports_persistence_failure_as_tool_error(report_state: ReportState) -> None:
+    _seed_weak_report(report_state)
+    original = dict(report_state.vulnerability_reports[0])
+
+    def fail_persistence(_report: dict[str, Any]) -> None:
+        raise RuntimeError("persistence failed")
+
+    report_state.vulnerability_updated_callback = fail_persistence
+
+    result = _do_update(
+        report_id="vuln-0009",
+        update_reason="A replay produced a clearer proving exchange.",
+        fields={"http_exchange_ids": ["204"]},
+    )
+
+    assert result["success"] is False
+    assert "persistence failed" in result["error"]
+    assert result["report_id"] == "vuln-0009"
+    assert report_state.vulnerability_reports[0] == original
+
+
 def test_update_vulnerability_report_ignores_identical_content(report_state: ReportState) -> None:
     _seed_weak_report(report_state)
     assert report_state.update_vulnerability_report("vuln-0009", {"severity": "medium"}) is None

tests/test_telemetry_errors.py

@@ -0,0 +1,125 @@
+"""Error beacons carry a category, phase, and exception class — never a message."""
+
+from __future__ import annotations
+
+from typing import Any
+
+import pytest
+import requests
+
+from strix.report.state import ReportState
+from strix.telemetry import posthog, report_error, scarf, set_scan_phase
+from strix.telemetry._common import exception_props
+
+
+PRIVATE_MESSAGE = "private message that must stay on the machine"
+
+
+def _capture(sent: list[dict[str, Any]], event: str, props: dict[str, Any]) -> bool:
+    sent.append({"event": event, **props})
+    return True
+
+
+def test_exception_props_uses_bare_name_for_builtins() -> None:
+    assert exception_props(ValueError(PRIVATE_MESSAGE)) == {"exception_type": "ValueError"}
+
+
+def test_exception_props_prefixes_third_party_top_level_package() -> None:
+    props = exception_props(requests.exceptions.ConnectTimeout(PRIVATE_MESSAGE))
+    assert props == {"exception_type": "requests.ConnectTimeout"}
+
+
+def _chained(cause: BaseException | None, *, explicit: bool) -> RuntimeError:
+    exc = RuntimeError("wrapped")
+    if explicit:
+        exc.__cause__ = cause
+        exc.__suppress_context__ = True
+    else:
+        exc.__context__ = cause
+    return exc
+
+
+def test_exception_props_reports_explicit_cause() -> None:
+    props = exception_props(_chained(ConnectionError(PRIVATE_MESSAGE), explicit=True))
+    assert props == {"exception_type": "RuntimeError", "exception_cause": "ConnectionError"}
+
+
+def test_exception_props_reports_implicit_context() -> None:
+    props = exception_props(_chained(KeyError("k"), explicit=False))
+    assert props["exception_cause"] == "KeyError"
+
+
+def test_exception_props_ignores_suppressed_context() -> None:
+    exc = _chained(None, explicit=True)
+    exc.__context__ = KeyError("k")
+    assert exception_props(exc) == {"exception_type": "RuntimeError"}
+
+
+def test_exception_props_unwraps_exception_group() -> None:
+    group = ExceptionGroup("tasks", [TimeoutError("t"), ValueError("v")])
+    assert exception_props(group) == {"exception_type": "TimeoutError"}
+
+
+@pytest.mark.parametrize("telemetry", [posthog, scarf])
+def test_error_event_carries_phase_and_class_but_no_message(
+    telemetry: Any,
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    sent: list[dict[str, Any]] = []
+    monkeypatch.setattr(telemetry, "_send", lambda event, props: _capture(sent, event, props))
+    set_scan_phase("sandbox_init")
+
+    telemetry.error("scan_failed", RuntimeError(PRIVATE_MESSAGE))
+
+    assert len(sent) == 1
+    event = sent[0]
+    assert event["event"] == "error"
+    assert event["error_type"] == "scan_failed"
+    assert event["phase"] == "sandbox_init"
+    assert event["exception_type"] == "RuntimeError"
+    assert PRIVATE_MESSAGE not in repr(event)
+
+
+@pytest.mark.parametrize("telemetry", [posthog, scarf])
+def test_error_event_without_exception_omits_exception_fields(
+    telemetry: Any,
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    sent: list[dict[str, Any]] = []
+    monkeypatch.setattr(telemetry, "_send", lambda event, props: _capture(sent, event, props))
+    set_scan_phase("startup")
+
+    telemetry.error("docker_not_installed")
+
+    assert sent[0]["error_type"] == "docker_not_installed"
+    assert sent[0]["phase"] == "startup"
+    assert "exception_type" not in sent[0]
+    assert "exception_cause" not in sent[0]
+
+
+def test_report_error_fans_out_to_both_backends(monkeypatch: pytest.MonkeyPatch) -> None:
+    sent: list[dict[str, Any]] = []
+    monkeypatch.setattr(posthog, "_send", lambda event, props: _capture(sent, event, props))
+    monkeypatch.setattr(scarf, "_send", lambda event, props: _capture(sent, event, props))
+
+    report_error("model_connection_failed", TimeoutError(PRIVATE_MESSAGE))
+
+    assert len(sent) == 2
+    assert {e["error_type"] for e in sent} == {"model_connection_failed"}
+    assert {e["exception_type"] for e in sent} == {"TimeoutError"}
+
+
+@pytest.mark.parametrize("telemetry", [posthog, scarf])
+def test_scan_ended_prefers_recorded_exit_reason(
+    telemetry: Any,
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    state = ReportState()
+    state.scan_ended_exit_reason = "budget_exceeded"
+    sent: list[dict[str, Any]] = []
+    monkeypatch.setattr(telemetry, "_send", lambda event, props: _capture(sent, event, props))
+
+    telemetry.end(state, exit_reason="user_exit")
+
+    assert sent[0]["event"] == "scan_ended"
+    assert sent[0]["exit_reason"] == "budget_exceeded"

tests/test_viewer.py

@@ -11,7 +11,7 @@ from typing import TYPE_CHECKING
 from urllib.parse import urlsplit
 
 from strix.core.paths import latest_run_dir, runs_base_dir
-from strix.interface.viewer.cli import run_view
+from strix.interface.viewer.cli import _state_label, run_view
 from strix.interface.viewer.server import serve
 from strix.interface.viewer.transcript import (
     build_run_state,
@@ -115,6 +115,14 @@ def test_read_run_summary_surfaces_mcp_connection_status(tmp_path: Path) -> None
     assert read_run_summary(run_dir)["mcp_connection_status"] == roster
 
 
+def test_viewer_cli_labels_terminal_statuses() -> None:
+    assert _state_label({"status": "completed", "finished": True}) == "[#22c55e]finished[/]"
+    assert _state_label({"status": "stopped", "finished": True}) == "[#eab308]stopped[/]"
+    assert _state_label({"status": "interrupted", "finished": True}) == "[#eab308]interrupted[/]"
+    assert _state_label({"status": "failed", "finished": True}) == "[#ef4444]failed[/]"
+    assert _state_label({"status": "running", "finished": False}) == "[#eab308]live[/]"
+
+
 def test_read_missing_artifacts_return_defaults(tmp_path: Path) -> None:
     run_dir = _make_run(tmp_path, "empty", status="running", end_time=None)
     assert read_vulnerabilities(run_dir) == []

tests/test_wait_dedupe.py

@@ -41,6 +41,8 @@ def _fast_wait(monkeypatch: pytest.MonkeyPatch) -> Iterator[None]:
 async def _context() -> dict[str, Any]:
     coordinator = AgentCoordinator()
     await coordinator.register("root", "strix", parent_id=None)
+    # A live child keeps the wait genuine: with nobody to hear from it returns at once.
+    await coordinator.register("child", "recon", parent_id="root")
     return {"agent_id": "root", "coordinator": coordinator}
 
 

tests/test_web_search.py

@@ -0,0 +1,416 @@
+"""Tests for web_search/web_get_contents provider selection and the Exa backend."""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, Any
+
+import pytest
+import requests
+
+from strix.config.settings import IntegrationSettings
+from strix.interface.environment import _missing_web_search_vars
+from strix.tools.web_search import tool
+
+
+if TYPE_CHECKING:
+    from typing import Self
+
+
+class _FakeResponse:
+    def __init__(self, body: dict[str, Any]) -> None:
+        self._body = body
+        self.headers: dict[str, str] = {}
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(self, *_exc: object) -> None:
+        return None
+
+    def raise_for_status(self) -> None:
+        return None
+
+    def json(self) -> dict[str, Any]:
+        return self._body
+
+
+def test_auto_prefers_exa_when_both_keys_set() -> None:
+    integrations = IntegrationSettings(PERPLEXITY_API_KEY="pk", EXA_API_KEY="ek")
+    assert tool._resolve_provider(integrations) == ("exa", "ek")
+
+
+def test_auto_falls_back_to_perplexity_when_only_perplexity_is_set() -> None:
+    integrations = IntegrationSettings(PERPLEXITY_API_KEY="pk")
+    assert tool._resolve_provider(integrations) == ("perplexity", "pk")
+
+
+def test_explicit_exa_ignores_a_configured_perplexity_key() -> None:
+    integrations = IntegrationSettings(
+        PERPLEXITY_API_KEY="pk",
+        EXA_API_KEY="ek",
+        STRIX_WEB_SEARCH_PROVIDER="exa",
+    )
+    assert tool._resolve_provider(integrations) == ("exa", "ek")
+
+
+def test_explicit_perplexity_ignores_a_configured_exa_key() -> None:
+    integrations = IntegrationSettings(
+        PERPLEXITY_API_KEY="pk",
+        EXA_API_KEY="ek",
+        STRIX_WEB_SEARCH_PROVIDER="perplexity",
+    )
+    assert tool._resolve_provider(integrations) == ("perplexity", "pk")
+
+
+def test_explicit_exa_without_a_key_names_only_exa() -> None:
+    integrations = IntegrationSettings(
+        PERPLEXITY_API_KEY="pk",
+        STRIX_WEB_SEARCH_PROVIDER="exa",
+    )
+    resolved = tool._resolve_provider(integrations)
+    assert isinstance(resolved, dict)
+    assert resolved["success"] is False
+    assert "EXA_API_KEY" in resolved["error"]
+    assert "PERPLEXITY_API_KEY" not in resolved["error"]
+
+
+def test_no_keys_names_both_providers() -> None:
+    resolved = tool._resolve_provider(IntegrationSettings())
+    assert isinstance(resolved, dict)
+    assert "EXA_API_KEY or PERPLEXITY_API_KEY" in resolved["error"]
+
+
+def test_exa_content_requests_summaries_and_renders_results(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    captured: dict[str, Any] = {}
+
+    def fake_post(url: str, **kwargs: Any) -> _FakeResponse:
+        captured["url"] = url
+        captured["headers"] = kwargs["headers"]
+        captured["json"] = kwargs["json"]
+        return _FakeResponse(
+            {
+                "results": [
+                    {
+                        "url": "https://nvd.example/cve",
+                        "title": "NVD entry",
+                        "summary": "  CVE-2024-0001 is a heap overflow.  ",
+                    },
+                    {"id": "https://blog.example/post"},
+                    "not-a-dict",
+                    {"title": "no url"},
+                ],
+            }
+        )
+
+    monkeypatch.setattr(requests, "post", fake_post)
+
+    content = tool._exa_content("ek", "OpenSSH 7.4 RCE?", "auto", 5)
+
+    assert captured["url"] == "https://api.exa.ai/search"
+    assert captured["headers"]["x-api-key"] == "ek"
+    assert captured["json"]["query"] == "OpenSSH 7.4 RCE?"
+    assert captured["json"]["type"] == "auto"
+    assert captured["json"]["numResults"] == 5
+    assert captured["json"]["contents"] == {"summary": {"query": tool._EXA_SUMMARY_PROMPT}}
+    assert content == (
+        "### NVD entry\nhttps://nvd.example/cve\nCVE-2024-0001 is a heap overflow.\n\n"
+        "### https://blog.example/post\nhttps://blog.example/post"
+    )
+
+
+def test_exa_content_renders_a_result_without_contents(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    monkeypatch.setattr(
+        requests,
+        "post",
+        lambda *_a, **_kw: _FakeResponse(
+            {"results": [{"url": "https://ex.example", "title": "Ex"}]}
+        ),
+    )
+    assert tool._exa_content("ek", "q", "auto", 5) == "### Ex\nhttps://ex.example"
+
+
+@pytest.mark.parametrize("body", [{}, {"results": None}, {"results": []}, {"results": ["x"]}])
+def test_exa_content_rejects_empty_results(
+    monkeypatch: pytest.MonkeyPatch, body: dict[str, Any]
+) -> None:
+    monkeypatch.setattr(requests, "post", lambda *_a, **_kw: _FakeResponse(body))
+    with pytest.raises(ValueError, match="no results"):
+        tool._exa_content("ek", "q", "auto", 5)
+
+
+def test_do_search_reports_empty_exa_results_as_unexpected(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(EXA_API_KEY="ek")
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+    monkeypatch.setattr(requests, "post", lambda *_a, **_kw: _FakeResponse({}))
+
+    result = tool._do_search("q")
+
+    assert result["success"] is False
+    assert "unexpected response" in result["error"]
+
+
+@pytest.mark.parametrize(
+    ("env", "expected"),
+    [
+        ({}, ["EXA_API_KEY", "PERPLEXITY_API_KEY"]),
+        ({"EXA_API_KEY": "ek"}, []),
+        ({"PERPLEXITY_API_KEY": "pk"}, []),
+        ({"STRIX_WEB_SEARCH_PROVIDER": "exa", "PERPLEXITY_API_KEY": "pk"}, ["EXA_API_KEY"]),
+        ({"STRIX_WEB_SEARCH_PROVIDER": "exa", "EXA_API_KEY": "ek"}, []),
+        ({"STRIX_WEB_SEARCH_PROVIDER": "perplexity", "EXA_API_KEY": "ek"}, ["PERPLEXITY_API_KEY"]),
+        ({"STRIX_WEB_SEARCH_PROVIDER": "perplexity", "PERPLEXITY_API_KEY": "pk"}, []),
+    ],
+)
+def test_environment_validation_follows_provider_rules(
+    env: dict[str, str], expected: list[str]
+) -> None:
+    integrations = IntegrationSettings.model_validate(env)
+    assert _missing_web_search_vars(integrations) == expected
+
+
+def test_exa_search_type_and_num_results_are_configurable(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    captured: dict[str, Any] = {}
+
+    class _Settings:
+        integrations = IntegrationSettings(
+            EXA_API_KEY="ek",
+            STRIX_EXA_SEARCH_TYPE="deep-reasoning",
+            STRIX_EXA_NUM_RESULTS=3,
+        )
+
+    def fake_post(_url: str, **kwargs: Any) -> _FakeResponse:
+        captured["json"] = kwargs["json"]
+        return _FakeResponse({"results": [{"url": "https://ex.example", "title": "Ex"}]})
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+    monkeypatch.setattr(requests, "post", fake_post)
+
+    assert tool._do_search("q")["success"] is True
+    assert captured["json"]["type"] == "deep-reasoning"
+    assert captured["json"]["numResults"] == 3
+
+
+def test_exa_page_text_requests_full_text_and_renders_pages(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    captured: dict[str, Any] = {}
+
+    def fake_post(url: str, **kwargs: Any) -> _FakeResponse:
+        captured["url"] = url
+        captured["headers"] = kwargs["headers"]
+        captured["json"] = kwargs["json"]
+        return _FakeResponse(
+            {
+                "results": [
+                    {
+                        "url": "https://nvd.example/cve",
+                        "title": "NVD entry",
+                        "text": "  Full advisory body.  ",
+                    },
+                    {"url": "https://empty.example", "text": "   "},
+                    "not-a-dict",
+                    {"text": "no url"},
+                ],
+            }
+        )
+
+    monkeypatch.setattr(requests, "post", fake_post)
+
+    content, fetched = tool._exa_page_text("ek", ["https://nvd.example/cve"])
+
+    assert captured["url"] == "https://api.exa.ai/contents"
+    assert captured["headers"]["x-api-key"] == "ek"
+    assert captured["json"] == {"urls": ["https://nvd.example/cve"], "text": True}
+    assert content == "### NVD entry\nhttps://nvd.example/cve\n\nFull advisory body."
+    assert fetched == {"https://nvd.example/cve"}
+
+
+def test_exa_page_text_truncates_a_long_page(monkeypatch: pytest.MonkeyPatch) -> None:
+    body = "A" * (tool._EXA_PAGE_MAX_CHARS + 500)
+    monkeypatch.setattr(
+        requests,
+        "post",
+        lambda *_a, **_kw: _FakeResponse(
+            {"results": [{"url": "https://ex.example", "text": body}]}
+        ),
+    )
+    content, _fetched = tool._exa_page_text("ek", ["https://ex.example"])
+    assert "truncated at" in content
+    assert content.count("A") == tool._EXA_PAGE_MAX_CHARS
+
+
+@pytest.mark.parametrize("body", [{}, {"results": []}, {"results": [{"url": "u"}]}])
+def test_exa_page_text_rejects_pages_without_text(
+    monkeypatch: pytest.MonkeyPatch, body: dict[str, Any]
+) -> None:
+    monkeypatch.setattr(requests, "post", lambda *_a, **_kw: _FakeResponse(body))
+    with pytest.raises(ValueError, match="no page contents"):
+        tool._exa_page_text("ek", ["https://ex.example"])
+
+
+@pytest.mark.parametrize("urls", [[], ["", "   "]])
+def test_do_get_contents_requires_a_url(urls: list[str]) -> None:
+    result = tool._do_get_contents(urls)
+    assert result["success"] is False
+    assert "at least one URL" in result["error"]
+
+
+def test_do_get_contents_caps_the_url_count() -> None:
+    urls = [f"https://ex{index}.example" for index in range(tool._EXA_MAX_CONTENT_URLS + 1)]
+    result = tool._do_get_contents(urls)
+    assert result["success"] is False
+    assert "Too many URLs" in result["error"]
+
+
+def test_do_get_contents_needs_an_exa_key(monkeypatch: pytest.MonkeyPatch) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(PERPLEXITY_API_KEY="pk")
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+
+    result = tool._do_get_contents(["https://ex.example"])
+
+    assert result["success"] is False
+    assert "EXA_API_KEY" in result["error"]
+
+
+def test_do_get_contents_refuses_a_perplexity_pinned_provider(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(
+            EXA_API_KEY="ek",
+            PERPLEXITY_API_KEY="pk",
+            STRIX_WEB_SEARCH_PROVIDER="perplexity",
+        )
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+
+    result = tool._do_get_contents(["https://ex.example"])
+
+    assert result["success"] is False
+    assert "web_search" in result["error"]
+
+
+def test_do_get_contents_returns_page_text(monkeypatch: pytest.MonkeyPatch) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(EXA_API_KEY="ek")
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+    monkeypatch.setattr(tool, "_exa_page_text", lambda *_a: ("page", {"https://ex.example"}))
+
+    result = tool._do_get_contents([" https://ex.example "])
+
+    assert result == {
+        "success": True,
+        "urls": ["https://ex.example"],
+        "provider": "exa",
+        "content": "page",
+    }
+
+
+def test_do_get_contents_reports_urls_exa_did_not_return(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(EXA_API_KEY="ek")
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+    monkeypatch.setattr(
+        requests,
+        "post",
+        lambda *_a, **_kw: _FakeResponse(
+            {"results": [{"url": "https://ok.example/", "text": "Body."}]}
+        ),
+    )
+
+    result = tool._do_get_contents(["https://ok.example", "https://blocked.example"])
+
+    assert result["success"] is True
+    assert result["urls"] == ["https://ok.example"]
+    assert result["failed_urls"] == ["https://blocked.example"]
+    assert "1 of 2" in result["warning"]
+    assert "blocked.example" not in result["content"]
+
+
+def test_normalize_url_folds_only_scheme_and_host() -> None:
+    assert tool._normalize_url("HTTPS://Ex.Example/Path/") == tool._normalize_url(
+        "https://ex.example/Path"
+    )
+    assert tool._normalize_url("https://ex.example/Path") != tool._normalize_url(
+        "https://ex.example/path"
+    )
+    assert tool._normalize_url("https://ex.example/p?Q=A") != tool._normalize_url(
+        "https://ex.example/p?q=a"
+    )
+
+
+def test_do_get_contents_omits_the_warning_when_every_page_returns(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(EXA_API_KEY="ek")
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+    monkeypatch.setattr(
+        requests,
+        "post",
+        lambda *_a, **_kw: _FakeResponse(
+            {
+                "results": [
+                    {"url": "https://a.example", "text": "A."},
+                    {"url": "https://b.example", "text": "B."},
+                ]
+            }
+        ),
+    )
+
+    result = tool._do_get_contents(["https://a.example", "https://b.example"])
+
+    assert result["urls"] == ["https://a.example", "https://b.example"]
+    assert "failed_urls" not in result
+    assert "warning" not in result
+
+
+def test_do_get_contents_sanitizes_a_network_error(monkeypatch: pytest.MonkeyPatch) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(EXA_API_KEY="ek")
+
+    def boom(*_args: Any, **_kwargs: Any) -> None:
+        raise requests.exceptions.ConnectionError
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+    monkeypatch.setattr(requests, "post", boom)
+
+    result = tool._do_get_contents(["https://ex.example"])
+
+    assert result["success"] is False
+    assert "network error" in result["error"]
+    assert "ek" not in result["error"]
+
+
+def test_do_search_reports_the_provider_it_used(monkeypatch: pytest.MonkeyPatch) -> None:
+    class _Settings:
+        integrations = IntegrationSettings(EXA_API_KEY="ek")
+
+    monkeypatch.setattr(tool, "load_settings", _Settings)
+    monkeypatch.setattr(tool, "_exa_content", lambda *_a: "answer")
+
+    result = tool._do_search("OpenSSH 7.4 RCE?")
+
+    assert result == {
+        "success": True,
+        "query": "OpenSSH 7.4 RCE?",
+        "provider": "exa",
+        "content": "answer",
+    }

uv.lock

@@ -20,7 +20,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.14.1"
+version = "3.14.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -32,90 +32,90 @@ dependencies = [
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     { name = "yarl" },
 ]
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     { name = "pydantic" },
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 [[package]]
@@ -2378,7 +2386,7 @@ wheels = [
 
 [[package]]
 name = "strix-agent"
-version = "1.6.0"
+version = "1.6.2"
 source = { editable = "." }
 dependencies = [
     { name = "caido-sdk-client" },
@@ -2427,7 +2435,7 @@ requires-dist = [
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     { name = "docker", specifier = ">=7.1.0" },
     { name = "google-auth", marker = "extra == 'vertex'", specifier = ">=2.0.0" },
-    { name = "litellm" },
+    { name = "litellm", specifier = ">=1.101.0" },
     { name = "markdown-it-py", specifier = ">=3.0.0" },
     { name = "openai", specifier = ">=2.45.0,<3" },
     { name = "openai-agents", extras = ["litellm"], specifier = ">=0.19.0,<0.20" },