This PR puts the ask ai functionality into the ai stack companion, along
with persistent history.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* "Ask AI" chat sidebar with streaming assistant responses, progressive
word-by-word reveal, auto-scroll, Enter-to-send and Arrow-key
navigation, "Thinking…" and error indicators
* Chat UI primitives: inline/code blocks, smart links, copy-to-clipboard
for code/URLs, and expandable tool-result cards with copyable outputs
* **Bug Fixes**
* Prevented button/menu clicks inside list items from bubbling to parent
row handlers
* **Refactor**
* Chat rendering, streaming, parsing, and UI helpers consolidated into a
shared module and integrated into the sidebar widget
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Konsti Wohlwend <n2d4xc@gmail.com>
`window.screen` and `window.history` are accessor properties on
`Window.prototype`, so `Object.getOwnPropertyDescriptor(window,
X)?.value` returned undefined in real browsers, causing `start()` to
short-circuit and never capture or send any $page-view / $click events.
Read the globals directly instead; the jsdom-based regression test pins
the accessor-descriptor shape so this can't silently come back.
<!--
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https://github.com/stack-auth/stack-auth/blob/dev/CONTRIBUTING.md
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<!-- This is an auto-generated comment: release notes by coderabbit.ai
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## Summary by CodeRabbit
* **Tests**
* Added a new test suite verifying event batching, timing, page-view and
click event capture, and client-side navigation behavior using simulated
timers and DOM environment.
* **Bug Fixes**
* Improved event tracker reliability by changing how browser screen and
history are read, yielding more consistent detection of screen
dimensions and navigation for analytics capture.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
This PR is to fix the bug pointed out by Madison on gc.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Bug Fixes**
* Improved system reliability by correcting internal guidance for
user-data handling, preventing unsafe retrieval patterns and reducing
risk of incorrect or incomplete user responses.
* **Chores**
* Tightened AI system prompts with stricter runtime validation and
selection rules to ensure user queries return accurate, privacy-safe
results.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
- Added new internal API endpoint for documentation tools, allowing
actions such as listing available docs, searching, and fetching specific
documentation by ID.
- Updated environment configuration to support optional internal secret
for enhanced security.
- Refactored existing search functionality to utilize the new docs tools
API instead of the previous MCP server.
- Improved error handling and response parsing for documentation-related
requests.
- Expanded documentation to clarify the relationship between the new
tools and existing API functionalities.
This update streamlines the documentation access process and enhances
the overall developer experience.
<!--
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https://github.com/stack-auth/stack-auth/blob/dev/CONTRIBUTING.md
-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Non-stream AI responses now include a consolidated finalText for
clearer answers.
* Added an internal docs-tools HTTP API to power doc listing, search,
and fetch with optional header-based access control and configurable
service origin.
* **Refinement**
* Consolidated multiple doc tooling paths into a single question-focused
flow; backend now routes to the unified docs-tools endpoint.
* **Documentation**
* Updated guides and knowledge base to describe the new docs query flow
and optional env configuration.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- **update submodule**
- **Enhance sign-up risk assessment by adding sameEmailCount and
sameEmailLimit to recent stats request. Update loadRecentSignUpStats
function to include email normalization checks. Adjust tests to reflect
new return structure.**
<!--
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-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Risk scoring now tracks and reports counts of recent signups that
share a normalized email (with configurable limit), exposing this as
part of signup-risk statistics.
* **Performance**
* Added a database index and migration to speed up recent-signup
queries, improving risk assessment responsiveness.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
DB migration compat / Back-compat — Current branch migrations with ${{ needs.check-migrations-changed.outputs.base_branch }} branch code (push) Has been cancelled
DB migration compat / Forward-compat — Current branch code with ${{ needs.check-migrations-changed.outputs.base_branch }} branch migrations (push) Has been cancelled
The ClickHouse connected_accounts table is keyed by (project_id,
branch_id, user_id, provider, provider_account_id), so updating
providerAccountId in place on ProjectUserOAuthAccount orphaned the old
CH sort-key row: the sync re-emitted the row under the new key while the
old key sat untouched with no tombstone, and FINAL couldn't collapse
them. verify-data-integrity would then report a row count mismatch for
connected_accounts.
Record a delete tombstone for the old row state before the update runs,
so the sync pipeline marks the stale sort key as deleted.
<!--
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-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Bug Fixes**
* Improved OAuth account update handling to ensure external database
synchronization is properly recorded when reassigning provider accounts
to different account IDs.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
- Added support for `@opentelemetry/sdk-node` in the backend.
- Updated various dependencies including AWS SDK and OpenTelemetry
packages.
- Implemented graceful shutdown handling for non-Vercel runtimes in
`prisma-client.tsx`.
- Enhanced AWS credentials retrieval to support GCP Workload Identity
Federation.
- Introduced a Dockerfile for Cloud Run deployment, optimizing the
backend build process.
- Updated `.gitignore` to include Terraform runtime files and secrets.
This commit improves the backend's observability and deployment
flexibility, particularly for Cloud Run environments.
<!--
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https://github.com/stack-auth/stack-auth/blob/dev/CONTRIBUTING.md
-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* OpenTelemetry observability with dynamic provider selection per
deployment.
* Cloud Run trusted-proxy support for accurate client IP handling.
* Graceful shutdown that waits for in-flight background work.
* New background-task handling to improve async webhook/email delivery
reliability.
* AWS credential providers added (Vercel OIDC & GCP Workload Identity
Federation).
* Dockerized backend image for Cloud Run / self-host deployments.
* **Chores**
* Updated dependencies for OpenTelemetry and AWS SDK support.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Konstantin Wohlwend <n2d4xc@gmail.com>
The custom-base-port and db-migration-backwards-compatibility workflows
were running cron jobs with `with-env:dev` instead of `with-env:test`,
causing ClickHouse sync mismatches in verify-data-integrity.
<!--
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-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Chores**
* Streamlined CI test workflows to standardize background cron job
startup for more consistent test runs.
* **Tests**
* Improved end-to-end test reliability by aligning background process
behavior across suites.
* **Bug Fixes**
* Enhanced data verification reliability by ensuring external database
sync before integrity checks and tightening comparison ordering for
certain records, reducing false mismatch detections.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
- Normalize empty route path to / for valid OpenAPI path keys
- Drop invalid OAS3 top-level type on header parameters
- Write client/server/admin/webhooks JSON to docs-mintlify/openapi on codegen
<!--
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-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* External DB sync now covers teams, team members, permissions,
invitations, email outbox, session replays, refresh tokens, and
connected accounts.
* New sequence ID fields and automatic change-flagging added to many
record types to enable incremental sync.
* **Improvements**
* Added concurrent indexes, faster/parallelized sync pipelines,
verification tooling, and richer observability.
* Dashboard sequencer stats expanded and end-to-end sync tests
significantly extended.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
s3mock 5.0.0 was released today and latest now points to it. The major
version bump breaks initialBuckets env var handling, causing
NoSuchBucket errors in CI.
<!--
Make sure you've read the CONTRIBUTING.md guidelines:
https://github.com/stack-auth/stack-auth/blob/dev/CONTRIBUTING.md
-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Chores**
* Pinned service dependency to a specific version for improved
deployment consistency and stability.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
DB migration compat / Back-compat — Current branch migrations with ${{ needs.check-migrations-changed.outputs.base_branch }} branch code (push) Has been cancelled
DB migration compat / Forward-compat — Current branch code with ${{ needs.check-migrations-changed.outputs.base_branch }} branch migrations (push) Has been cancelled
<!--
Make sure you've read the CONTRIBUTING.md guidelines:
https://github.com/stack-auth/stack-auth/blob/dev/CONTRIBUTING.md
-->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Performance Improvements**
* Redesigned AI request processing to operate efficiently at the backend
level, providing faster responses and improved reliability for
AI-powered features
* **Enhanced AI Capabilities**
* Improved model validation and selection with explicit allowlist of
supported models, enabling broader model availability and better feature
stability
* **Developer Updates**
* Refreshed local development environment configuration
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
