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7b094724e6 |
fix(runner): recover native sessions across restarts (#12845)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The Paperclip Runner keeps durable run and provider state outside one server process. > - A server restart can leave that runner alive or can interrupt it after a provider checkpoint. > - The old startup path used handoff intent and PID evidence, but it did not reconstruct native ownership. > - That gap could block the issue, create a replacement run, or start duplicate provider work. > - This pull request adds durable same-run recovery for coordinated and uncoordinated restarts. > - The benefit is exact recovery of the run, runner, session, provider, steering, and finalization state. ## Linked Issues or Issue Description Refs #9628. That pull request added earlier local-adapter hot-restart work. This change adds native PRP authority reconstruction and same-run provider resume. Refs #10935. That pull request handles missing hot-restart snapshots. This change also supports hard restarts with no snapshot. Refs #11624. That pull request prevents unsafe retry after an adopted legacy process exits. This change reconciles native terminal evidence before provider recovery. Refs #12070. That pull request improves process liveness checks. This change also binds recovery to a process-start fingerprint and fails closed on ambiguity. **What happened?** The server could record hot-restart intent, but startup did not rebuild native runner ownership. A live runner could not re-register its PRP authority. A dead runner could not resume the exact native and provider session on the same heartbeat run. Generic recovery could then block the issue or create replacement work. **Expected behavior** A live native runner must reconnect with the same PID and logical identities. A dead runner must resume the same durable session and heartbeat run with only a new operating-system PID. A proposed or terminal result must finalize once before any provider turn starts. Ambiguous process or session evidence must stay blocked without a signal or duplicate spawn. **Steps to reproduce** 1. Start a Paperclip Runner heartbeat and wait for an active provider turn. 2. Restart only the Paperclip server, with or without a hot-restart marker. 3. Observe that the old startup path does not reconstruct the native control-plane authority. 4. Kill both the server and runner after a provider checkpoint. 5. Observe that the old path cannot resume the exact native session on the original heartbeat run. **Paperclip version or commit** The defect was reproduced from commit `1991f31fd53e7f7794d5c2e4b93be384ade2b41d`. This branch is rebased onto the current `master`. **Deployment mode** Local development and self-hosted server deployments that use the local Paperclip Runner. ## What Changed - Added correlated hot-restart requests and version-compatible native handoff fields. - Added controller boot identity, process-start identity, controller generation, recovery state, request id, and bounded history to the native finalization ledger. - Added transactional recovery claims for live-runner reattach, dead-runner resume, and incomplete bootstrap. - Added fail-closed ownership takeover rules and process identity validation. - Added live runner adoption to the local runner transport without a duplicate spawn. - Added same-run provider checkpoint resume and legacy retry-row compatibility. - Reconciled proposed and terminal results before runner or provider recovery. - Bound the HTTP and PRP listener before startup recovery and delayed scheduling and generic reapers until classification completes. - Added restart-aware health diagnostics, run-log recovery transitions, durable runner diagnostics, and bounded shutdown finalizer draining. - Moved restart-survivable diagnostics into runner-owned, pre-redacted bounded writes; raw stdout and stderr are never persisted. - Added process-start fencing for controller, runner, and provider PIDs; startup classifies every candidate without an implicit cap. - Added crash-recoverable, contention-safe development restart-request coordination and failed-startup listener cleanup. - Added a credential-free real-process restart suite for eight restart, scale, and identity scenarios. - Documented native restart operation, persistence, diagnostics, and verification. ## Verification - The documented native restart commands passed. They ran eight real-process/database recovery scenarios and the live runner adoption transport test. - Native executor tests passed: 111 tests. - Heartbeat recovery tests passed: 124 tests. - Hot restart, health, and shutdown tests passed: 52 tests. - The broader affected server suite passed: 350 tests. - Focused native recovery and startup tests passed: 49 tests. - Runner transport and control-plane tests passed: 63 tests. - Runner-owned diagnostic tests passed for write-time bounding, credential redaction, private file modes, and raw stream non-persistence. - Development restart coordination tests passed: 11 tests. - Database migration checks and the partial-application/replay regression test passed. - Server, database, and Paperclip Runner typechecks passed. - `git diff --check` passed. - Full Paperclip PR CI passed, including build, canary, all five general server shards, all five serialized server shards, all three browser E2E shards, workspace suites, and release-registry verification. - Greptile completed at 5/5 with no outstanding findings, recommendations, follow-ups, or open review threads. ## Risks - Moderate risk. This changes startup ordering and ownership transfer for active native runs. - The migration adds nullable columns and does not rewrite existing rows. - Recovery fails closed when process or durable session identity is incomplete or contradictory. - The first implementation supports the local Paperclip Runner. Remote targets keep their existing behavior. - The real-process suite covers cleanup and asserts that no runner or provider process survives each test. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex with GPT-5. The runtime did not expose a more specific model revision or context-window size. Repository editing, shell execution, database tests, and real-process test execution were enabled. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge |
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8f1e3cfe24 |
feat(observability): add opt-in Sentry error monitoring for the server and the browser (#12190)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The server and the browser need clear error reports when an operator enables external monitoring. > - Paperclip already uses an opt-in OpenTelemetry pattern for server traces. > - Sentry can provide error reports for both runtime paths when the operator sets one data source name. > - This pull request adds one opt-in Sentry gate for the server and the browser. > - The benefit is faster diagnosis while the default setup sends no Sentry data. ## Linked Issues or Issue Description **What is improved?** Paperclip gains optional error monitoring for server and browser failures. **Subsystem affected** Cross-cutting (server, UI, and shared authentication data). **Current behavior** Paperclip has no built-in Sentry error capture for server failures or browser boundary failures. Operators must inspect local logs and browser tools. **Proposed behavior** When the operator sets `SENTRY_DSN`, the server and authenticated browser use the same Sentry project. When the variable is absent, both paths stay inactive. The server loads Sentry dynamically and fails open when the optional package is absent. **Reason and benefit** Operators can inspect runtime errors in one Sentry project. The default setup remains local and sends no monitoring data. **Breaking changes** None when `SENTRY_DSN` remains unset. Authenticated session responses add the optional `sentryDsn` field. **Additional context** The implementation uses built-in Sentry privacy options. It disables default HTTP context and breadcrumb integrations and keeps `sendDefaultPii` false. ## What Changed - Add an opt-in server Sentry gate with dynamic package loading and fail-open behavior. - Add the Sentry data source name to the authenticated session response. - Add an authenticated browser Sentry gate and React error boundary capture. - Add tests for server, browser, route, and application error paths. - Document activation, installation, privacy settings, capture behavior, and operator controls. ## Verification - Run `npx vitest run server/src/__tests__/sentry.test.ts`. - Run `npx vitest run ui/src/lib/sentry.test.ts`. - Run `npx vitest run server/src/__tests__/auth-routes.test.ts server/src/__tests__/shutdown.test.ts`. - Confirm that the full continuous integration suite passes on this pull request. - Leave `SENTRY_DSN` unset and confirm that the server and browser gates stay inactive. - Set `SENTRY_DSN` and install the optional Sentry packages before a manual capture check. ## Risks The operator controls the Sentry project and accepts the data risk when the operator enables the feature. Error objects can contain messages, stacks, or cause chains with private values. The default configuration sends no data because the feature stays off without `SENTRY_DSN`. A missing optional server package does not stop server boot. ## Model Used OpenAI Codex, GPT-5, with tool use, repository inspection, GitHub CLI operations, and code review support. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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c1c46f1e4e |
feat: Claude login on the new-agent page before agent creation (#11347)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - The Claude local adapter supports subscription login through a sandbox > - The new-agent page must show login before the user creates an agent > - Test results must not expose raw sandbox diagnostics or secret values > - This pull request adds the login UI to both Test lanes and closes the diagnostic boundary > - The branch also adds durable cleanup recovery for failed sandbox teardown > - Reusable sandboxes must retain both their recorded teardown configuration and a valid lifecycle path until destruction succeeds > - The benefit is a usable login flow with fixed public checks, redacted server logs, and recoverable sandbox cleanup ## Linked Issues or Issue Description Related public work: [#9488](https://github.com/paperclipai/paperclip/pull/9488) adds first-class recognition for `CLAUDE_CODE_OAUTH_TOKEN` in headless and remote runs. Related public issue: [#2681](https://github.com/paperclipai/paperclip/issues/2681) requests Claude Code subscription support. This pull request adds the login transport and new-agent UI flow that those changes do not provide. **Subsystem affected:** Claude local adapter, server login probes, sandbox provider setup, cleanup recovery, and the new-agent UI. **Problem or motivation:** The Test lanes did not show the sandbox login panel in all supported cases. Test results also exposed raw probe diagnostics, and JSON escapes could end secret redaction early. **Proposed solution:** Surface the login capability through the bundled provider manifest. Prepare the same probe runtime in the ACP lane. Send diagnostics only to redacted server logs. Keep Test checks on fixed public messages. Normalize login URL hints to allowlisted HTTPS Claude and Anthropic hosts. Consume JSON escapes during redaction. Preserve failed sandbox cleanup state across retries and restarts, and prevent deletion from severing the lifecycle context of a live reusable sandbox. **Alternatives considered:** Keep raw diagnostics in Test checks or trust login URL text from the sandbox. Both choices increase information exposure. Keep separate probe behavior in the ACP lane. That choice would leave the two Test lanes inconsistent. ## What Changed - Surface the sandbox login panel on both Test lanes. - Reconcile the bundled Daytona plugin manifest so `supportsSetupTokenLogin` reaches the UI capability gate. - Prepare the ACP Test lane with the same probe runtime as the CLI Test lane. - Add the `claude_acp_login_probe_unavailable` warning when the ACP probe cannot run. - Send raw sandbox diagnostics only to redacted server logs. - Keep Test checks on fixed public messages in the ACP, managed-config, and CLI paths. - Normalize login URL hints to allowlisted HTTPS Claude and Anthropic hosts. - Redact JSON and escaped-JSON secret values, including escaped quotes and backslashes. - Preserve orphan cleanup records across provider failures, restarts, and unavailable plugins. - Atomically block environment deletion while a live reusable sandbox lease still depends on it. - Verify pending cleanup destroys plugin sandboxes with the provider configuration recorded on the lease, even after the current environment configuration changes. ## Verification - Head under review: `506b7fa2d83c36bfa5fd722ee9d95b0c7431c241`. - Focused environment route/service/runtime coverage passes: 196 tests across 3 files. - `pnpm -r typecheck` passes. - `pnpm build` passes. - The full Vitest run completed with 4,754 passing and 28 failing tests. All 23 source-test failures reproduce unchanged on parent head `58cfe61a33191ce03d965d65085d26064b4888ba`; the other 5 are duplicate executions from stale `server/dist` output. The failures are unrelated macOS path/listener and scheduler-fixture failures, so there is no new bad commit for bisect to localize. - All required CI checks pass for the current head, including build, typecheck/release registry, all server and workspace shards, serialized server suites, canary, and e2e. - A fresh Greptile review for `506b7fa2d83c36bfa5fd722ee9d95b0c7431c241` reports 5/5, “safe to merge,” with no blocking failure remaining. ## Risks - A probe or redaction change could hide useful server diagnostics. - An allowlist change could reject a valid Claude login URL. - Cleanup recovery changes could affect provider teardown ordering. - An environment with a live reusable sandbox can no longer be deleted until the owning issue or execution workspace completes teardown. - The implementation keeps public Test messages fixed and sends detail to redacted server logs. ## Model Used OpenAI GPT-5 via Codex — exact model ID: GPT-5; tool use and code execution enabled; extended reasoning enabled. The implementation author used AI-assisted development. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes: #` / `Refs: #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and documented the result - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation or confirmed no separate documentation change is needed - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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ca6416da81 |
fix(server): preserve hot-restart shutdown snapshots (#10815)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - A guarded hot restart must preserve or finalize every active agent run. > - The server uses embedded PostgreSQL when `DATABASE_URL` is not set. > - The database dependency installs signal handlers before Paperclip installs its coordinated shutdown handler. > - Those handlers can stop PostgreSQL before Paperclip writes the shutdown snapshot. > - ACP runs also use server-owned stdio and cannot be adopted after that server exits. > - This pull request keeps PostgreSQL available through snapshot and drain, then uses the existing ordered stop. > - The benefit is a complete restart report with no false adoption and no missing snapshot loss. ## Linked Issues or Issue Description **What happened?** A guarded hot restart with a valid marker can report a live preflight run as lost with reason `missing_shutdown_snapshot`. The `embedded-postgres` package imports `async-exit-hook`. That package registers `SIGINT` and `SIGTERM` listeners before Paperclip registers its own shutdown listener. The dependency can close PostgreSQL while Paperclip queries active heartbeat runs and writes the snapshot. **Expected behavior** Paperclip must keep its database available until it persists the shutdown snapshot and completes any required run drain. A detached CLI run must remain eligible for adoption. An ACP run must finish as interrupted and queue a retry because its server-owned stdio cannot survive the server. **Steps to reproduce** 1. Run Paperclip from source with embedded PostgreSQL. 2. Start a local ACP-backed agent run. 3. Write a valid hot-restart marker for the current server process. 4. send `SIGTERM` through the service manager. 5. Inspect the restart report and server log. 6. Observe that PostgreSQL can close before the shutdown snapshot query completes. **Paperclip version or commit** The defect reproduces on `2ab797dcbed0031c45c7335a0f497fea2a20bd9a`. **Deployment mode** Self-hosted server built from source, with embedded PostgreSQL and a systemd service. Related work: #9628 introduced hot-restart continuity. #10556 explores a broader database ownership transfer. #10775 addresses ACP continuity after replacement startup. This pull request uses a smaller path: it keeps the current database owner alive through snapshot and drain, then performs the existing explicit database stop. ## What Changed - Remove only the `SIGINT` and `SIGTERM` listeners added by the embedded PostgreSQL import. - Preserve Paperclip's existing ordered database stop after heartbeat snapshot and drain. - Detect active ACP and server-stdio local runs before shutdown. - Persist their complete snapshot before changing the marker to an ACP drain request. - Drain only ACP runs to an interrupted terminal state and queue their retry. - Keep detached CLI runs eligible for adoption in the same mixed restart. - Quiesce already-running scheduler queue claims before capturing the snapshot and selective drain set. - Report a selected ACP run as lost if process termination succeeds but its terminal database write does not persist. - Add the drain reason to the restart report. - Document the normal path and the one-time recovery path across an older affected build. ## Verification - `PAPERCLIP_TEST_DATABASE_MODE=native pnpm --filter @paperclipai/server exec vitest run src/__tests__/heartbeat-process-recovery.test.ts` — 100 passed. - `pnpm exec vitest run server/src/shutdown.test.ts server/src/services/hot-restart.test.ts` — 24 passed. - The shutdown suite imports the real `embedded-postgres` package and verifies that its eager signal listeners are absent after the guarded import. - The embedded PostgreSQL recovery suite verifies snapshot, pre-snapshot scheduler quiescence, selective ACP drain, detached CLI adoption, queued retry, original-run finalization, `lostRunIds=[]` in a mixed restart, and fail-closed reporting when terminal persistence fails. - `pnpm --filter @paperclipai/server typecheck` — passed. - `git diff --check` — passed. - A full workspace typecheck reached the UI and stopped because the shared local install does not contain its declared `@base-ui/react` dependency. All server and preceding package checks passed. CI uses a clean install and remains the authoritative full gate. ## Risks - Low to moderate risk. This changes shutdown signal ownership and local run behavior during guarded restarts. - Paperclip already stops its managed embedded database explicitly. The change removes only the dependency listeners that race the coordinated path. - ACP runs now retry instead of receiving an unsafe bare-process adoption. Detached CLI runs keep their existing adoption behavior. - The report adds one field. There is no schema migration or breaking API change. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex with GPT-5. The runtime did not expose a more specific model revision or context-window size. Reasoning, repository editing, shell execution, and test execution were enabled. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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263316609e |
fix(server): avoid hot restart shutdown deadlock (#9670)
## Thinking Path > - Paperclip is the open source control plane people use to manage AI agents and their work > - The server coordinates agent heartbeats and preserves eligible live runs during a hot restart > - Shutdown previously waited for all heartbeat scheduler work before capturing the hot-restart snapshot > - A deployment heartbeat can itself be in that scheduler set while waiting for the restart, creating a circular wait > - The missing snapshot prevents startup from classifying and adopting the still-running agent process > - This pull request captures the snapshot first and skips scheduler/drain waits only for an eligible hot restart > - The benefit is a single SIGTERM can restart the server without losing eligible live agent runs ## Linked Issues or Issue Description - **Preflight:** Searched open and closed PRs for the hot-restart shutdown deadlock; no duplicate found. Reproduced on `master` and confirmed this is core Paperclip behavior. - **What happened:** During a hot restart initiated by a running deployment heartbeat, the SIGTERM handler waited for `heartbeatSchedulerInFlight` before calling `prepareHotRestartShutdown()`. The heartbeat was itself in that set and waited for restart completion, so shutdown never wrote the adoption snapshot. - **Expected behavior:** An eligible hot restart captures its snapshot before waiting for scheduler work, preserves live child processes, and exits after one SIGTERM. - **Steps to reproduce:** 1. Start a heartbeat that remains active while requesting a hot restart. 2. Send SIGTERM to the server process. 3. Observe shutdown waiting on the active scheduler task and startup finding an intent without a shutdown snapshot. - **Paperclip commit:** `992389480a243b97bda214227e0767eb8c3672af` - **Deployment/install:** Self-hosted server built from source. - **Adapter:** Not adapter-specific; reproduced with a Codex heartbeat. - **Database/access:** Embedded PGlite; agent bearer context. - **Environment:** Node `v22.22.2` on `Linux 6.17.0-1015-aws aarch64 GNU/Linux`. - **Privacy:** No secrets, private logs, user paths, or internal issue references are included. ## What Changed - Add a focused shutdown coordinator that prepares hot-restart state before waiting for heartbeat scheduler idleness. - Skip scheduler-idle and graceful-drain waits only when the hot-restart service returns `skipDrain: true`. - Preserve normal graceful shutdown behavior when no eligible intent exists or preparation fails. - Add regression coverage for pending scheduler work, normal shutdown, and preparation failure. ## Verification - `pnpm exec vitest run server/src/shutdown.test.ts` — 3 passed. - `pnpm --filter @paperclipai/server typecheck` — passed. - `pnpm exec vitest run server/src/__tests__/heartbeat-process-recovery.test.ts -t 'hot-restart'` — 3 passed, 88 skipped. - `git diff --check origin/master...HEAD` — passed. ## Risks - Low-to-moderate risk: shutdown ordering changes, but only the explicitly eligible hot-restart path bypasses scheduler-idle and run-drain waits. - Normal shutdown and hot-restart preparation failures retain the existing graceful behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. This is a focused bug fix and does not duplicate planned roadmap work. ## Model Used - OpenAI Codex coding agent; exact runtime model ID and context-window size are not exposed to the agent. Tool use, shell execution, repository editing, and test execution were enabled. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes (no documentation change required for this internal shutdown-order fix) - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |