5 Commits

Include renames

Author	SHA1	Message	Date
5 people	a3313f6944	fix(ui): complete read recovery and enforce query error rendering (#18822) ... ## Thinking Path > - Paperclip lets people manage agent work through the board. > - The board reads task, agent, settings, plugin, and run data from the server. > - A deploy can interrupt those reads after content is already visible. > - Local error branches can replace that content with an error or show raw codes. > - This pull request moves the remaining reads to the shared recovery behavior. > - The query-error guard prevents new local error patterns from returning. ## Linked Issues or Issue Description **What happened?** Loaded lists, settings, task panels, and manual reads could clear their content or show errors during a server restart. Some reads also disabled the shared retry policy. **Expected behavior** Keep loaded content during a temporary failure. Show the shared connection banner. Retry reads after recovery. Replace content after a real access denial or missing resource, with readable copy. **Steps to reproduce** Open a task, settings page, or run log. Return 503 with `tenant_app_unavailable` from the API. Restore the API and check that content refreshes. Repeat with 403 and 404 to check the failure state. Related merged work: Refs #15754, Refs #15772, Refs #17960. This change covers remaining reads and enforcement. Browser persistence and the outage browser suite follow separately. ## What Changed - Repair an existing PostgreSQL deadline fixture at UTC boundaries. A daily cap defers a heartbeat until both its original interval and the next UTC day allow it. Keep the counted run in its seeded day and cover noon, just before midnight and the first second after midnight with explicit clocks and real PostgreSQL. Production scheduling is unchanged. - Integrate the saved list, settings, shell, task, and manual-read recovery changes against current master. Preserve the current task, Inbox, and run-log structure. - Add `useResilientFetch` for component-local reads. Preserve loaded data, cancel stale requests, and retry through the shared connectivity policy. Keep browser and pairing capabilities in memory. - Retain run log chunks across stream changes and catch up after recovery without duplicate chunks or stalled requests. - Keep genuine authorization and missing-resource failures visible. Translate known single-word codes such as `forbidden`. Show known skills and disconnected-app failures before sibling loading states. Keep Retry bound to its failed request. - Make the query-error guard enforce by default and run it in the CI policy job. Document the narrow exceptions and the read recovery contract. - Invalidate pending OAuth discovery when the operator leaves setup or its context changes. Keep reserved-popup cleanup bound to the current attempt. ## Verification - Current read head `09d1db29dea` is merge-ready: all 59 check runs are completed (54 successful, three skipped, two neutral), the legacy Snyk status is successful, and both required `ci / verify` and `ci / e2e` gates pass. Greptile Apex reviewed this exact head at 5/5 with no unresolved threads; the branch has no merge conflicts. The current CI run is `41748339602`. - Current read head `09d1db29dea` includes master `683fa4725e9`. The latest change touches only the existing server deadline test fixture. Application source remains the previously verified `86376fa751e` revision: all 60 affected skills/disconnected-app tests and both application UI typechecks passed, along with token gates and the enforcing query-error guard. Those UI suites were not repeated for this test-only repair. - The fixture repair passes all seven deadline integration cases and the complete server typecheck, including the server test layer. The old assertion deterministically fails at 23:59:06.888 UTC; its one-second-old run also fails the first-second-of-day probe. The corrected fixture passes noon and both midnight probes. The permanent three-case coverage uses seeded 2099 clocks. - Twelve new regressions fail against the previous implementation. Both skills variants and disconnected-app pages show either request's 403 or 429 while the sibling pauses or remains fetching. Permission failures stay visible. Retry stays usable for its failed request and recovers independently. An initial test-fixture query-key typo was corrected before the passing run. The finding is replied to and resolved. Greptile reviewed prior application revision `86376fa751e` at 5/5 with no new actionable findings or unresolved threads. The current test-only head has now received its own Apex 5/5 review with no unresolved threads, and its CI is successful as recorded above. - The preceding OAuth fix passed all 237 setup tests on both application branches. Its ten regressions prove that Back, Cancel, unmount, or context changes retire initial discovery without creating a connection, caching old identities, navigating an abandoned popup, or closing a newer attempt. - Earlier master integration `e992f770339` passed all 309 tests across eight affected Slack, recovery, retry, submission and task files, plus UI typecheck, token gates, enforcing query-error scan and seven guard tests. The integration preserves Slack workspace reconnect and shared recovery, readable execution errors, source-inspection company scoping, and current submission behavior. Newly inherited retained-file recovery controls keep cached data through transient failures and hide it after definitive denial. - The preceding cache head `97c0bc3966f` passed 1,038 focused cache/write/editor/account/task/API tests. All 22 built-UI outage/write/loading cases passed in 4.7 minutes on exact browser head `b7deaaee5da`, with strict checking of all three specs. The latest skills/app rendering fix is covered by its affected component suites; those broader cases were not repeated for this separate read path. - Historical broader UI, CLI and build results and unresolved aggregate server/DB/adapter failures remain in the PR discussion. Interrupted CI runs were audited and recorded separately; they are not counted as passes. Controlled local outages do not prove hosted authentication or a real Cloud restart/deploy. Real hosted acceptance remains required after merge and deployment. Commands for the latest fix: ```sh pnpm --filter @paperclipai/ui exec vitest run src/pages/CompanySkills.test.tsx src/pages/apps/AppNotConnected.test.tsx pnpm --filter @paperclipai/ui typecheck pnpm check:token-gates node scripts/check-query-error-rendering.mjs --enforce --summary ``` ## Risks This migration touches many read surfaces. The main risks are initial loading, request cancellation, retained authorization state, and run-log paging. The tests cover those states. There are no server, schema, dependency, or API contract changes. The follow-up browser suite and hosted deploy acceptance are required before release acceptance. Recovered commits retain their original authors. If squash-merging, preserve `Co-Authored-By: Bender (Fable) <bender@agents.paperclip.ing>` and the Paperclip trailer. ## Model Used OpenAI `gpt-6.1-sol` through Codex, with xhigh reasoning effort, tool use, and code execution. The context window size is not exposed. Saved source commits keep their original authorship. ## 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 described the issue in-PR following the bug report template - [x] I have not referenced internal/instance-local Paperclip issues or links - [x] My branch name describes the change and contains no internal ticket id - [x] The affected local tests pass; broader limitations are recorded above - [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 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: devinfoley <139239+devinfoley@users.noreply.github.com> Co-authored-by: Paperclip <noreply@paperclip.ing> Co-authored-by: Bender (Fable) <bender@agents.paperclip.ing> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>	2026-11-04 14:07:18 -08:00
DottaandPaperclip	2c96f76780	feat(connections): add model-backed prompt injection prevention ... Add opt-in OpenRouter checks at existing tool-result boundaries with regex fallback, service accounting, and settings on Connections. Make migration 0362 safe to replay over existing or partially applied schema state. Co-Authored-By: Paperclip <noreply@paperclip.ing>	2026-10-20 11:32:25 -05:00
DottaandPaperclip	88bf4c6c1d	refactor(storybook): organize folders and navigation by feature map (#16049) ... ## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The feature map describes product areas and verification entry points. > - Storybook has 223 story suites that show production components, proposals, and retained history. > - The parent PR maps those suites to features, but their folders and sidebar still use unrelated groups. > - This pull request puts the existing suites under feature folders and uses the feature map's names and order in the sidebar. > - Explicit meta IDs preserve existing story links while the titles change. > - Contributors can find stories through the same product structure without losing examples. ## Linked Issues or Issue Description Refs #16046. This is the requested follow-up. Parent #16046 is merged. This PR now targets master, with its single follow-up commit rebased onto the parent squash merge. The Storybook implementation is unchanged by that rebase. Related open Storybook PRs were checked; this change organizes existing suites and adds no product capability. ## What Changed - Move all 223 story files into folders named for their primary feature area. Keep useful scenario groups below the feature's sidebar label. - Order the sidebar by the eight feature-map sections. Put Overview first and shared Foundations last. Leave areas with no stories out of the sidebar. - Move 19 support files into `ui/storybook/support/` and update relative imports and active documentation. - Preserve all 2,210 story IDs and the single docs ID through explicit CSF meta IDs. Keep all entry names and story exports. - Record stable IDs and sidebar titles in the downstream catalog. Validate feature folders, title prefixes, and IDs. Update the maintenance skill and review evidence. ## Verification - Storybook build passed. Built index comparison against parent `75bd3c977cd828d5222823850339e8204f40eb47` found the same 2,211 entries, IDs, and names. - UI typecheck passed (`ui/node_modules/.bin/tsc -b` from `ui`, invoked as `./node_modules/.bin/tsc -b`). - UI Vitest project: 728 files and 8,176 tests passed. - Catalog checker and its nine tests passed. Feature-map checks, token gates, and the maintenance-skill validator passed. - Chromium: nine existing play cases and one render case reached `storyFinished: success` with no page exceptions. The guide rendered, sidebar sections followed map order, and a search for `steering/queue` opened its preserved story link. - Source comparison found only meta title/ID changes, rebased relative references, and updated fixture path text in story files. - To inspect: build Storybook, start `node scripts/serve-storybook-static.mjs --port 6136`, and open the Overview guide. Expand feature folders and use existing story links. - The complete repository suite was not repeated for this organization change. The parent records a backend timeout that passed in isolation, without a complete broad-suite pass. Visual comparisons remain blocked by the unpublished empty baseline. The separate fixture-server story was not run. ## Risks - Open branches that add stories under old paths will need to choose a feature folder and update the catalog. Cross-feature suites have one primary home and retain related capability references. - Sidebar paths change; story and docs IDs remain stable. Automated references to source paths may need the new location. - This is one requested follow-up with 258 changed files, mostly moves. It exceeds the usual review-size guideline because splitting it would leave the sidebar and folder convention partly migrated. - Browser verification samples ten stories, not all 2,210. Existing production/prototype classifications and review gaps remain unchanged. - Required CI gates and a 5/5 review passed on the original head. Fresh checks and review are running for the rebased head. Catalog validation and all nine checker tests passed after rebase; UI, map, skill, and checker contents are identical to the original reviewed head. ## Model Used - OpenAI Codex, GPT-6. The exact runtime model ID and context-window size are not exposed in this session. Used reasoning, repository inspection, code execution, and local browser automation. ## 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 Co-authored-by: Paperclip <noreply@paperclip.ing>	2026-10-12 22:29:22 +00:00
DottaandPaperclip	a7dd5284b5	feat: add company fast-response acknowledgements (#15748) ... ## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Human messages start agent work through task, chat, and external-channel intake. > - Agent startup can delay the first visible response. > - A small direct model call can acknowledge the request while normal work starts. > - This response must remain separate from evidence that the agent answered or completed work. > - This pull request adds optional company-wide fast responses with durable receipts, access checks, and cost accounting. > - Users receive prompt acknowledgement without changing the agent execution path. ## Linked Issues or Issue Description **Subsystem affected** Cross-cutting: database, shared contracts, server orchestration, connections, and UI. **Problem or motivation** Users can wait for an agent to start before they receive a contextual response. Generic progress messages do not confirm what the user asked. An acknowledgement must not falsely complete work or satisfy an unanswered turn. **Proposed solution** Add a disabled-by-default experimental fast-response model using an existing shared API connection. Generate one short acknowledgement for each accepted human turn. Use the existing agent identity and external publication outboxes. Retain platform provenance and account for the inference independently. **Alternatives considered** Running the acknowledgement through the agent runtime adds startup latency. Restricting implementation to OpenRouter leaves other existing API connections unsupported. This change supports all existing API connections and uses OpenRouter for live verification. **Roadmap alignment** This extends existing agent communication and connection settings. ROADMAP.md and open pull requests were checked. No duplicate fast-response implementation was found. The maintainer supplied the feature plan directly. ## What Changed - Add Experimental fast responses to instance settings. Keep the feature off by default. Enforce the flag at intake, dispatch, and publication. - Move Decision model and Fast response setup to company Settings → Connections when the experiment is enabled. Place Connections below Environments. Separate the model sections with clear headings and a divider. Keep Decision model in General when the experiment is off. Route Costs setup links to the available settings page. - Make the acknowledgement prompt a multiline template string. Ask for a brief, positive response in the user’s language. - Add settings, connection/model selection, sponsorship, fixed-sample testing, and Costs history. - Add a Vercel AI SDK text service for existing native, routed, Bedrock, and local API connections. - Add durable per-turn requests, a bounded worker, a three-second admission deadline, and one inference attempt. - Integrate task creation, task and agent chat, steering, queued follow-ups, experimental board chat, shared chat intake, and email. - Preserve receipt provenance and exclude receipts from completion, recovery, interaction resolution, and agent wakeups. - Recheck authorization, source validity, real replies, budgets, and destination binding before publication. Preserve accounting for suppressed or uncertain outcomes. - Add provider contracts, database race tests, channel outbox tests, UI tests, Stories, and documentation. Keep decision-model execution unchanged. ## Verification - Local `pnpm -r typecheck`, `pnpm build`, and UI token gates pass after rebase. The UI typecheck and build also pass after the final navigation fixes. All 37 focused navigation tests pass. The first full local `pnpm test:run` invocation reported seven chat failures. All seven passed in isolated reruns after fixture updates and host cleanup. This invocation was stopped after the full final-head CI suite passed. - Initial local database tests hit macOS shared-memory exhaustion. A diagnostic confirmed `shmget: No space left on device` with the system limit of 32 IDs. Three abandoned, unattached PostgreSQL IPC headers were reclaimed. The isolated rerun passed all 31 fast-response and channel tests. The two additional Slack regression cases also passed in a separate rerun. No active database was stopped. - UI token gates pass. Provider contract tests cover all supported API connection types. Fast-response tests cover uniqueness, authorization, budgets, expiry, cancellation, restart, real-reply races, and the experimental flag. - The test drive verified that disabling the experiment hides Connections and redirects its direct URL. Enabling it restores the saved OpenRouter setup. After restart on the final commit, the OpenRouter settings sample returned “Sure, I’ll take care of fixing the border around the settings panel.” in 428 ms. It used 260 input and 31 output tokens and recorded $0.0000576 in reported cost. - Earlier live OpenRouter verification produced a receipt in 1.013 seconds for a new task. The real agent then supplied its substantive answer. A separate settings test took 1.34 seconds, used 246 input and 23 output tokens, and recorded $0.0000361. - Live Slack verification on final commit `24016fa525961ebc7a4acffdc5019ce123970549` passed for a fresh initial task and a follow-up in a disposable bot DM. The initial acknowledgement appeared 2.405 seconds after the Slack message and 1.413 seconds after durable acceptance; the follow-up appeared in 2.322 seconds and 1.160 seconds respectively. The recorded generation/settlement durations were 898 ms and 697 ms. The initial call used 291 input / 39 output tokens and cost $0.00006705; the follow-up used 281 / 47 and cost $0.00007035. - The Slack acknowledgements retained the assigned agent identity and `origin: fast_response`, source-turn references, and no fabricated run ID. A status snapshot after the initial receipt showed the task still `in_progress` with its real execution run. The agent then read the CSV fixture and correctly reported two ready items, two blockers, and their owners. Both replies stayed in the originating DM, and no duplicate generic working message followed the delivered contextual acknowledgements. The `new` command started a fresh conversation session without generating a fast response. - An earlier eligible Slack turn generated a response but suppressed publication. Its reported cost was retained, generic progress remained, and the real agent completed the requested result. This is recorded separately from the two delivered acknowledgements; the history did not expose a precise suppression reason. - Slack verification used real signed provider events, the existing intake/publication paths, and a user-approved temporary webhook-only HTTPS tunnel. Subscriptions were limited to direct-message events. The test bot was paused and the tunnel stopped afterward. Live channel/group-thread and GitHub journeys remain unverified; their mocked tests cover intake, destination binding, publication, and continued underlying work. - Greptile reviewed final commit `24016fa525961ebc7a4acffdc5019ce123970549` at 5/5. Both new review findings are fixed and all threads are resolved. [Final-head CI run](https://github.com/paperclipai/paperclip/actions/runs/38060015730) passed. This includes grouped server/chat/workspace tests, serialized suites, runner checks, browser journeys, typecheck, build, release registry, policy, and the canary dry run. - Manual check: enable Experimental fast responses. Open company Settings → Connections. Select a shared API connection and model. Save and use Test response. Submit a task message and confirm that its receipt does not complete the task. ## Risks - The migration adds receipt and configuration tables plus accounting references. It uses idempotent statements and follows the current migration sequence. - A slow provider, authorization change, or real-agent reply can suppress an acknowledgement. Existing progress feedback remains available. - Unknown provider billing retains a reservation until reconciliation. External deliveries with uncertain outcomes must not be blindly repeated. - Live Slack initial-task and follow-up DM journeys pass. Live Slack channel/group-thread and GitHub journeys remain unverified. The PR remains a draft and records these gaps. Final-head repository CI and automated review pass. ## Model Used OpenAI Codex, based on GPT-6, with reasoning, repository tools, code execution, and browser interaction. The runtime does not expose an exact model snapshot ID or context-window size; these are not asserted. ## 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>	2026-10-10 13:09:17 -05:00
DottaandPaperclip	a7a244ab33	feat: add company decision models with permission and cost controls (#15473) ... ## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Optional product features need small, typed model decisions. > - Each company needs to choose which shared API connection pays for those decisions. > - Calls must retain user and task permissions, budget limits, and cost attribution. > - This pull request adds a managed decision service, setup UI, and request history. > - Features can check availability cheaply and keep their existing behavior when decisions are unavailable. ## Linked Issues or Issue Description **Subsystem affected** Server services, shared contracts, database accounting, Company Settings, and Costs. **Problem or motivation** Paperclip has no common decision-model service. Adding provider calls within each feature would duplicate credential access, permission checks, and billing rules. **Proposed solution** Let a connection manager configure one company decision model. Support OpenAI Decisions and Jev through OpenRouter. Provide a fixed setup test and metadata-only history. Default company-sponsored background decisions to on during setup, and preserve a saved off setting. **Alternatives considered** Per-feature credentials would duplicate existing connection management. Personal overrides and provider fallback chains add permission and billing complexity; they remain deferred. **Roadmap alignment** Reviewed ROADMAP.md and searched open PRs. This extends existing connection access and budget accounting. Product features that call the service remain outside this change. No matching decision-model service PR was found. ## What Changed - Add company settings, an internal `decisionModelService`, local availability checks, and trusted human, agent/run, and system contexts. - Pin Vercel AI SDK provider dependencies and adapt boolean, choice, and ordered-score decisions for both providers. Bound requests and time; disable paid retries. - Add durable invocation metadata and agentless decision ledger charges. Preserve fractional cents, pricing evidence, dispatch identity, and unresolved billing holds. - Share the company accounting lock and apply company, agent, and project budgets. Settle charges once, retain unknown holds, and recover interrupted calls without resubmission. - Reuse connection setup and management UI. Add a Decisions view under Costs, production-component Storybook coverage, database migration, and service documentation. ## Verification - Passed 166 current-code tests covering the decision service/provider, setup component, Costs, OpenAPI, and every failure from the earlier broad run. Coverage includes native SDK wire formats, refusals, billed malformed responses, permission and secret-rotation races, identity changes, concurrent budget admission, unresolved holds, agent/task deletion, and stale setup feedback. - Passed 170 existing connection, cost, budget, heartbeat-accounting, and profile regression tests. - Passed repository typecheck, production build, and design token gates after integrating master. Verified the generated migration on a fresh test database and upgraded the populated preview database from the branch's earlier migration without losing settings or usage. - Ran the required full `pnpm test:run`: its general phase completed with 16,354 passed and 10 failures across five files while this branch was still being updated. Every reported failure passes in the current-code rerun; the serialized phase did not run after that failure. The full GitHub CI suite passed on `b1b856a88`: general and serialized tests, browser shards, runner checks, typecheck, production build, packaging/canary, and policy gates. [CI evidence](https://github.com/paperclipai/paperclip/actions/runs/37673106360). - Passed the full-shell Storybook setup-to-history interaction test again after integrating master. Greptile rates the final revision 5/5 with zero unresolved threads. - Walked through the running app: empty setup, add each provider, save, reload, run all three sample questions, inspect fractional charges in history, switch provider while sponsorship is off, disable, and reconnect. Checked mobile settings. These tests used the actual UI, vault, server, SDKs, and database with simulated upstream responses. - Live paid setup tests remain unverified: this environment has no authorized OpenAI/OpenRouter credentials available. No mocked test is presented as live provider evidence. Reviewer journey: Company Settings → General → Decision model. Add/select a shared API connection, save, run the billed sample, open View usage, then disable decisions and verify Run test is disabled after reload. ## Risks - The SDK decision interface is experimental. Pinned versions and wire-format tests limit upgrade drift. - The migration allows agentless service charges and reservations. Existing agent cost-reporting APIs still require an agent, and decision receipts stay separate from run reconciliation. - Timeouts can have unknown provider charges. Holds remain until an audited accounting correction resolves them. - OpenAI prices use a versioned Decisions rate snapshot; OpenRouter costs use provider receipts. Unknown pricing is retained as unknown. - A configured company authorizes background spending by default. Setup explains this, and managers can turn it off. - Live provider account/model availability still needs the two credentialed acceptance checks. ## Model Used OpenAI GPT-6 through Codex, with reasoning, repository inspection, code execution, and browser tools. The exact serving revision and context-window size are not exposed in this session. ## 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>	2026-10-07 15:53:13 -05:00