mirror of
https://github.com/paperclipai/paperclip.git
synced 2026-11-10 01:50:13 +01:00
e801be7aa9ccf7f4936cfcddea1fdd3d264c75dd
4
Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
|
|
9cc3760552 |
test(runner-e2e): allow controller outages up to ten minutes (#19797)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - The restart chaos harness and the runner-e2e recover-controller cells stop the control plane with `replaceController` (`tests/runner-e2e/controller-outage.ts`), hold it down, then start it again > - `parseControllerOutage` refuses holds longer than 300000 ms > - Restart chaos needs longer holds. One example is proving that a Daytona sandbox survives an outage longer than its old 5-minute auto-stop but inside the 7-minute runner reconnect grace (RC-54) > - With the cap, such a fault errors before the controller stops, so the scenario cannot run > - This pull request raises the test-harness cap to 600000 ms > - The benefit is that chaos runs can now inject 5–10 minute outages; production code and qualification contracts are unchanged ## Linked Issues or Issue Description **Bug description** A restart chaos replay with a 360000 ms K4 hold failed with "Controller outage requires SIGTERM/SIGKILL and 0..300000 integer milliseconds". The controller was never stopped. **Expected behavior** The test harness accepts outages of up to 10 minutes. The recover-controller receipt check keeps its own readiness limit (`readyAfterMs < 420000`). Refs #19544 ## What Changed - `tests/runner-e2e/controller-outage.ts`: adds `MAX_CONTROLLER_OUTAGE_MS = 600_000` and uses it in `parseControllerOutage` and its error message. `validControllerOutageReceipt` is unchanged and still requires readiness inside the 7-minute grace. - `tests/runner-e2e/controller-outage.test.ts`: the rejection cases now use 600001. A new test accepts 360000 (SIGKILL) and 600000 (SIGTERM). The existing five-minute contract test is unchanged. ## Verification - `vitest run tests/runner-e2e/controller-outage.test.ts tests/runner-e2e/server-restart-request.test.ts`: 52/52 pass. - `server-restart-request.test.ts` now uses 600001 as its out-of-range `controllerOutage`. The separate restart-request `controllerDowntimeMs` limit (five minutes) is unchanged. ## Risks - This change is test-only. No product or server code changes. - A suite that sets `PAPERCLIP_RUNNER_E2E_CONTROLLER_OUTAGE_MS` above 300000 now runs instead of being refused. The recover-controller receipt check still fails any receipt whose readiness is outside the grace. > 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 - Claude Opus 5.5 (`claude-opus-5-5`), Anthropic, in Claude Code with tool use (shell, file edits, GitHub CLI). Default context window, extended thinking. ## 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 - [ ] All Paperclip CI gates are green - [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com> |
||
|
|
4c1f629c31 |
test(evals): repair the Runner support suite after master drift (#19529)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The Runner support suite (`pnpm test:e2e:runner:unit`) tests the code behind paid Runner qualification: workflow security policy, evidence oracles, cost receipts and controller recovery. > - PR CI does not run this suite. Only a manual `docker-runner-check.yml` run does. > - So deliberate changes on master broke its tests, and nobody saw it. There were 12–13 failures on Nov 3 and 16 on Nov 6. > - This pull request finds the master change behind each failure and fixes the side that is wrong. No security check becomes weaker. > - The benefit is that the suite passes on master again (with #19527), so it can become a required check. ## Linked Issues or Issue Description Refs #18516, #18625, #18983, #18325, #19265, #18994, #17009, #19195. Companion PR: #19527 (the one workflow fix). **What happened?** At master `543aa4d331`, `pnpm test:e2e:runner:unit` had 16 failures in 8 files. At `98ebeefbc9` I saw 15 in 7 files. The two embedded-Postgres files passed in every run I made, and the 256MiB packaging test timed out once. **Expected behavior** The suite passes on master. Each test still checks the rule it was written for. **Steps to reproduce** Run `pnpm install`, then `pnpm test:e2e:runner:unit` on master. ## What Changed Each failure, its cause, and the fix: - **`workflow-security.test.ts`: chat catalog workflows hold provider keys and use `runner-e2e-private-paid`.** This is a deliberate policy. #18516 admitted guarded, pinned-source chat TestOps cells, with special checks. #18625 removed the pilot workflows and their checks. It did not move the checks to the full-catalog workflows from #18542 and #18647, which use the same trust model. The fix adds `chat-catalog-testops.yml` and `chat-catalog-testops-case.yml` to the provider-key allowlist. It also brings back the #18516 checks, adapted to the caller plus reusable-workflow layout: - The cell is `workflow_call` only. Its single caller is the master-only dispatcher. - The trusted guard runs before the pinned candidate checkout. `verify-selection` runs before each provider key. - The paid job never sees `ALLURE_TOKEN`. The report job runs in `runner-e2e-private-history` and has no candidate checkout. The upload job has no private environment and no secret except `ALLURE_TOKEN`. - Provider keys appear only in the two caller jobs. Those jobs need `authorize, select, build` and pass the guard's `target_sha`. - I mutation-tested this: an `ALLURE_TOKEN` in the paid job fails, and a second caller workflow fails. - **`workflow-security.test.ts`: `ref: ${{ github.sha }}` 6 vs 4, `persist-credentials: false` 12 vs 10.** #18983 added two trusted TestOps jobs (`testops_selection`, `publish_testops`). Both check out reviewed code next to the TestOps token. This is the safe direction. The counts are updated. A new check makes sure both jobs check out only `github.sha`, do not install the candidate lockfile, and use no secret except `ALLURE_TOKEN`. - **`pi-file-evidence.test.ts` (4 tests): "one observed provider validation execution".** #19265 deliberately changed the ACPX tool normalizer to keep the latest concrete title. Pi's shell call now goes from `bash` to the exact command. The ACPX sidecar uses this normalizer, so the oracle would also reject real Pi runs. The oracle now accepts one change only, from `bash` to the exact validation command, with no change back. It also counts every completed `execute` call, whatever its name. This is stricter than before: a refined title cannot hide a second shell command. New mutations cover a regressed name, a different command, and an extra call that has its own command name. The retained 44-row real stream still passes. - **`pi-controls-evidence.test.ts`: Pi profile 37.** #18325 deliberately reset Pi to profile 37. The pin and the `pi-native` suite hash are updated. I checked that the old hash comes back exactly when the version is set to 36. So the version is the only change. - **`controller-outage.test.ts`: 1 continuity cell, not 2.** #18994 deliberately limited this lane to providers with managed warm sessions. The test now expects exactly `runner-codex`. - **`operating-receipts.test.ts` (3 tests): "Operating overhead allowance needs review".** This is a time bomb from #17009. The fixture allowance was valid from Oct 1 until Nov 1, 2026. `admitAttempt` reads the real clock. The allowance window is limited to 31 days, so a longer fixture is not possible. These tests now pin only `Date` to the fixture time. Timers and the filesystem stay real. I ran the full suite with the clock moved to Dec 15, 2026, and found no other date-bound failures. - **New file `private-trust-workflow-security.test.ts`.** The private archive trust test, the chat catalog checks and the full-stack TestOps job checks moved here from `workflow-security.test.ts`. That file would have crossed 1,000 lines. It is now 970 lines. The checks did not change. - **`remote-native-bootstrap.test.ts`: cannot load `@paperclipai/plugin-sdk`.** Since #19195, server code under test imports the built plugin SDK. `run-unit.mjs` now runs `scripts/ensure-plugin-build-deps.mjs` first, as `test:run:general` already does. This step is cached. - **`private-framework-report.test.ts`: 256MiB packaging test timed out.** It takes about 10s alone and more than 30s with the whole suite running in parallel. It now has a 120s budget. - **`controller-database.test.ts`, `controller-recovery-observer.integration.test.ts`: no change.** Embedded Postgres started and both files passed in all my runs. The earlier failures look like local resource problems. ## Verification - Combined check (this branch plus #19527, on master `5d25117ffa`): `pnpm test:e2e:runner:unit` — Vitest 317 files passed (6,815 tests, 3 skipped), node:test 373 passed, 0 failed. It took 63s on a 10-core Mac. - `pnpm test:e2e:runner:typecheck` — passed. - This branch alone fails only the two pnpm-setup tests that #19527 fixes. - Focused files: `pi-file-evidence` 75 passed, `pi-controls-evidence` 72 passed, `operating-receipts` 12 passed, `workflow-security` 14 of 16 passed (the other 2 pass with #19527), `private-trust-workflow-security` 3 passed, `remote-native-bootstrap` 71 passed. ## Risks - Low risk. Only test files, one evidence oracle under `tests/runner-e2e/`, and the suite launcher change. No product code changes. - The Pi oracle change affects how paid Pi file qualification is graded. It accepts the old and new title shapes, and it is stricter about extra shell calls. A live Pi qualification run would confirm it on real Rust-normalized events. I did not run one, because it is paid. - The chat catalog policy is the same as #18516. Under that design, the pinned candidate source runs in `runner-e2e-private-paid` with `id-token: write`. The guards above limit who can start it and which source runs. This PR does not change that trust model. ## Model Used - Claude Opus 5.5 (`claude-opus-5-5`), by Anthropic, in Claude Code with tool use (shell, file edits, git, GitHub CLI). ## 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 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com> |
||
|
|
492d537340 |
fix(native): recover controllers across webserver replacement (#18343)
## Thinking Path > - Paperclip manages AI agents and their work. > - Native execution runs in a remote Runner while the webserver owns its controller. > - Encrypted PRP checkpoints and session snapshots already survive a webserver restart in Postgres. > - Ordinary warm and per-turn admission still needs local markers and supervisor metadata to find that state. > - Replacing the webserver with an empty native controller directory can therefore lose a usable retained session. > - This change adds bounded recovery metadata to the existing snapshot transaction and reconstructs local projections from the selected durable source. > - The benefit is native execution continuity across webserver replacement, with the existing ownership and agent lifecycle policies. ## Linked Issues or Issue Description **What existing behavior does this improve?** Native remote controller recovery and retained-session continuation during a webserver upgrade. **Subsystem affected** server/ — native runtime, checkpoint persistence, recovery scheduling and internal upgrade reporting. Product E2E qualification also changes. **Current behavior** Without both the local PRP marker and supervisor file, normal continuation can return before discovering the saved Postgres checkpoint. The snapshot already exists in Postgres, but its local reuse compatibility envelope cannot be reconstructed. **Proposed behavior** Select the existing durable source, validate its identity and ownership, restore its PRP state and supervisor projection, then use normal authenticated admission. Missing or inconsistent evidence holds recovery. It does not authorize fresh provider work. **Reason and benefit** A replacement webserver must recover active execution and later continue its retained session without the old server's native files. This is one component of deployment continuity. HTTP traffic switching, workspace storage migration and Railway rollout remain separate. **Breaking changes** No new public endpoint, schema migration or database pool. The private run-profile envelope is additive. Disk-independent rollback also requires a reader for the staged controller format and compact checkpoint part; the first production release containing these readers is the floor. Older file-backed sessions need an owner checkpoint or the bounded internal importer. **Additional context** Related foundations: #17401, #17916, #17254, #14621, #14622. The implementation contract and open acceptance gates are in [the dated plan](doc/plans/2026-10-30-native-controller-checkpoints.md). ## What Changed - Persist a versioned recovery envelope, at most 4 KiB, beside the redacted session snapshot in its existing transaction. Keep it out of public run projections. - Compare frozen admission separately from prepared attachment instructions during staged recovery, preserving exact template/identity/authority checks. - Bound the existing lazy checkpoint pool at three connections after measured two-slot burst backlog; keep request/renewal capacities and SQL operation counts unchanged. The tuning is a separate commit. - Discover and restore the exact selected retained source without local native markers. Preserve the 32-candidate window, progress barriers and current authority checks. - Fence snapshot and result writes. Acquire coordinator, issue and run locks in order and check expiry after lock waits. Combine snapshot ownership/read work into one statement. - Reuse existing recovery deadlines and drain/resume scheduling. Retained-owner waits preserve the original unstarted run and actual lease deadline. Stop, ownership and provider-progress fences precede deferral. Add bounded native evidence reporting, retained-source import and retention protection. - Admit a settled warm source with an authenticated idle goal-read suffix while retaining active-work and mixed-authority holds. - Permit lifecycle `turn.stop` checkpoints after accepted results under existing ownership fences. Claim the existing successor coordinator before retiring the old warm session, and stage shared attachments only after verified retirement. Preserve omitted isolated-home defaults and existing fresh skill-selection order during recovery without hiding real configuration changes. - Carry the exact durable six-field PRP binding during active recovery after a healthy warm handoff. Keep the Runner mismatch guard and preserve opaque attachment IDs. - Preserve an already verified active or idle warm process during remote preparation; revalidate its proof/liveness and retain later authenticated PRP attachment. Ordinary resumed leases retain suspension checks. - Drain retained source events under their original authority, reconcile immutable source accounting and block unknown source tool dispatch before target work. - Persist compact staged handoff intent through authenticated adoption and recover direct/listener command-loss windows without another Runner or duplicate attachment. - Rebuild suspended lifecycle receipts for resumed prepared tasks, and retry missing lifecycle reads after partial PRP materialization without overwriting contradictory evidence. - Add normal warm/per-turn diskless continuation coverage, real Postgres races and SQL-cost checks. Add a reproducible paired load workload. - Give only the explicit outage fixture a 15-minute provider idle window, with a red/green catalog regression preserving all production timing and lifecycle policies. - Publish the goal-less task-session pointer in the existing post-acceptance terminal checkpoint transaction, with current ownership, accepted-result, reset and newer-progress fences. Keep a private bound receipt so late completion cannot duplicate or resurrect publication. - Use a retained warm sandbox in the dedicated continuity fixture, and accept an exact output token followed by an explanation. Keep the strict identity oracle. - Extend the explicit Daytona cell to a five-minute active outage and another replacement after completion. Require retained provider identity, a new tool receipt and a useful follow-up result. Add an owned loopback Postgres E2E fixture for hosts that cannot start embedded Postgres. ## Verification **Merge recommendation — `fc68584ce6231a02e47ecd743f55b036ccea034f`: ready for the qualified native-controller component.** Full CI, fresh review, local application paths, controlled performance qualification and the strict live Linux/Daytona case pass. Independent resource cleanup is complete. Broader rollout, browser reconnection and the unexecuted transport/platform combinations remain integration gates. Integrated 484 passed full local recursive typecheck/build and ordinary active→completion→cache-loss→C component qualification. Fresh review then found a valid attached-wake failure: preparation appends attachment instructions before the verifier compares execution to the frozen admission. 9f4 fixes that by separately checking the pre-preparation admission and exact prepared execution. Both hashes are captured privately per admission; the full template, identity, configuration and authority checks remain. Its regression fails before the fix; 36 focused cases, 42 staged source/target cases and server typecheck pass afterward. The review thread is resolved. Exact-head full CI passes ([run 41168228822](https://github.com/paperclipai/paperclip/actions/runs/41168228822): 48 successful jobs, one intended skip); the complete `pnpm test:run` partitions are forced, with the five native suites in the Runner lane. This is not a claim that an unsharded local command passed. The fresh exact-head Greptile check succeeds with 5/5 and all six threads resolved. The original two-connection database comparison closes **steady PASS and burst FAIL**. Every relative CPU/WAL/request-p99 gate passes and all operations/ownership remain correct, but candidate arm 3 drains in 1,015.99 ms and baseline arm 4 in 1,059.67 ms against the unchanged 1,000 ms absolute gate. Those results remain failed. A separate 2→3→4→2 diagnostic reproduces drain times 1,051.57 / 956.79 / 882.02 / 1,065.72 ms: three is the smallest tested passing cap, and the repeated two-cap failure survives run-order/cache effects. Separately reviewable `fc68584ce6` changes the existing lazy checkpoint pool default to three connections. Request capacity stays ten and liveness two; idle release, shutdown fencing, transaction counts and pool count are unchanged. Thirteen DB lifecycle/cap tests and DB typecheck pass. Full recursive typecheck/build pass at exact |
||
|
|
6987c2f20b |
test(upgrades): qualify controller replacement with immutable artifacts and phase evidence (#17455)
<!-- entire-trail-link-start --> https://entire.com/gh/paperclipai/-/trails/105/changes/paperclip/105 <!-- entire-trail-link-end --> ## Thinking Path > - Paperclip needs evidence that an admitted execution survives a main-server replacement. > - Runner mechanics and server adoption belong to #17097 and #17439. > - A healthy HTTP endpoint does not prove recovery of the original execution. > - Qualification must identify the serving artifact, natural ownership, authenticated attachment and resumed processing separately. > - It must also retain failed runs and measure normal-operation costs. > - This PR extends the existing qualification machinery and acceptance record. ## Linked Issues or Issue Description **What existing behavior does this improve?** Operators can assess upgrade continuity from phase evidence tied to exact artifacts and profiles. **Current behavior** A same-artifact restart or synthetic executor pass cannot establish different-artifact upgrade and rollback support. Idle SQL gates also do not measure active-run capacity. **Proposed behavior** Use immutable A/B artifacts and strict phase receipts through the existing supervisor. Preserve failed evidence and add measured before/after workload costs. Builds on merged #17097 and #17439. The base is now `master`. #17456 follows for review convenience. This PR lands qualification machinery and the evidence record. The remaining hosted gates stay open for deployment qualification; merging this machinery does not claim those experiments passed. ## What Changed - Extend the main-server supervisor and installed-artifact verification for actual serving revisions, forward migrations and compatible rollback. - Distinguish HTTP readiness, natural ownership, authenticated attachment, resumed processing and backlog settlement. - Retain the original reconnect grace and execution identity checks. Never substitute a new task or edited lease for continuity. - Reuse real-harness and Daytona qualification paths, with exact profile and artifact provenance. - Bind current Copilot attestation inputs in the Daytona image fingerprint. - Keep one acceptance record, including both failed file-only stress phases and the final passing bounded-pool comparison. ## Verification After retargeting to master, all 158 focused qualification cases across 13 files pass, with E2E typecheck. The first 12-file batch has four report-lock test failures and 133 passes. Master #17811 had committed the exact already-approved output lock, while that fixture assumed HEAD must be the uncorrected input. The fixture now checks both pinned forms, executes the committed-lock path, and reconstructs the pinned input to retain all rejection tests. The production helper, policy hashes, patch and dependency resolution are unchanged. The corrected batch explicitly includes both process-preservation suites; the prior 146-case receipt has its own source and selection. Current candidate `8f1d6ec02f` integrates master `09ad9adce2`, including the merged server slice. Its diff contains only qualification code and documentation. The [qualification record](https://github.com/paperclipai/paperclip/blob/8f1d6ec02f5bf6c90e7b27da8156953cabd9a180/doc/plans/2026-10-22-hot-upgrade-qualification.md) is the acceptance ledger and retains source-attributed failures and hosted limits. On the eighth integration, all 146 cases across 12 focused qualification files pass, including report-lock preparation, workflow security and workflow targeting. E2E typecheck passes. The earlier 118-case result remains attributed to its prior source. The first sandbox invocation has 117 passes and one failure because process inspection was denied during inert fixture cleanup. The permitted repeat passes all 118 and a targeted process check finds no remaining fixture daemon. The earlier 96-case receipt remains source-attributed in the ledger. The latest two review regressions first fail: an intermediate replacement can cite another runner/session despite a valid final step, and malformed receipt JSON aborts evidence packaging. Each replacement now binds run/company/issue/runner/session, and corrupt receipts retain explicit invalid metadata plus sanitized diagnostics while other logs and receipts still package. These checks prove qualification machinery with injected supervisor operations, configuration subprocesses and real filesystem packaging. They do not qualify a hosted harness. Three request-reader cases, 14 artifact/configuration/cache/history cases, and three lost-partial-receipt cases fail before their respective corrections. The final collector preserves sanitized startup, readiness and recovery phase receipts through packaging and temporary-root deletion. Earlier embedded-Postgres initialization, report-catalog drift, CI scheduling/cleanup failures and fixture collisions remain recorded with their corrections or limits. The previous Greptile service error is retained as historical review evidence, not a current review pass. The record includes prior source `9bb9d3417e`'s actual Linux contention/fairness successes and the ordinary-warm regression proof from the server slice. The historical 300-session component campaign passes four after phases and retains earlier burst failures. Those component costs do not establish hosted capacity. The hosted API-only pair has zero agents/viewers, fails both absolute latency gates and the candidate memory gate, and does not complete the active-agent/viewer matrix. The strict ten-agent same-artifact restart remains attributed to its original artifact. It does not qualify this updated stack. Actual A→B/B→A, the normal drain-free Cloud rollout, and other hosted harnesses remain open. No new provider turn, deployment or hosted qualification was run during merge preparation. Prior source `57d3767eac` jobs 122590643944, 122590643983 and 122590644161 ended after runner shutdown/cancellation without final Vitest results. The shutdown cause is unproven. No retry was issued before this source was superseded by the required server recovery fix. These attempts remain failures/incomplete evidence. Fresh exact-head CI, legacy status, completed Greptile 5/5, resolved feedback and normal merge eligibility remain required. ## Risks Different-artifact A→B/B→A, the normal drain-free Cloud rollout path, other hosted harnesses and the complete concurrency/viewer matrix remain open. Frozen branch builds are development-build evidence. This PR owns qualification and evidence; production defects must be fixed in their earlier owning slice. ## Model Used OpenAI GPT-6 through Codex, with reasoning, repository tools and code execution. The runtime does not expose a more specific model ID or context-window size. ## 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 - [ ] 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> |