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11ac90e31f |
fix(build): typecheck server/src/__tests__ and fix every type error (#18739)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - The server has about 1,100 test and helper files in `server/src/__tests__` > - `server/tsconfig.json` excludes that directory, Vitest does not check types, and no script runs the tsconfig in that directory > - So a test can call a function with the wrong arguments and still pass, and no tool reports it > - This gap hid 2,168 real type errors, and some of them hid tests that did not test what they claim > - This pull request fixes all of these errors and adds the directory to the server layers from paperclipai/paperclip#18737 > - The benefit is that a type error in a server test now fails the typecheck, with no baseline and no backlog ## Linked Issues or Issue Description Refs paperclipai/paperclip#18737, which is merged and added the server layers. Refs paperclipai/paperclip#18738, which is merged and checks the test projects outside `pnpm -r`, so it is not a duplicate. Refs paperclipai/paperclip#18137, which records that this directory has no check. **What happened?** No tool checked the types of 1,074 of the 1,101 files in `server/src/__tests__`. I searched `package.json`, the workflows, and all tsconfig files. 27 files are in the program of another tsconfig, and these 27 have 0 errors. 11 of the 27 are in `helpers/maintenance/tsconfig.json`. No script ran that project when I measured this. paperclipai/paperclip#18738 now runs it. **Expected behavior** The server typecheck checks these files, and a type error fails the check. **Steps to reproduce** 1. On the base commit, run `tsc -p server/src/__tests__/tsconfig.json --noEmit`. It reports 6,536 errors and needs 12.3 GiB. 2. Add a type error to any file in `server/src/__tests__`. 3. Run `pnpm --filter @paperclipai/server typecheck`. It passes. **Paperclip version or commit** I measured the error breakdown below on commit `8dfd632452`, with TypeScript 7.0.2. The branch now includes master up to paperclipai/paperclip#18865. **Deployment mode** Not applicable. This issue applies to development and CI. No production source file in the server changes. ### Error breakdown Each row adds one change to the row above. | Step | Total errors | Change | Cause | | --- | --- | --- | --- | | Config as committed | 6,536 | | | | Add `src/types/*.d.ts` | 4,447 | -2,089 | Config. The Express request types were missing. | | Set `rootDir` to the repository root | 2,436 | -2,011 | Config. | | Set `allowImportingTsExtensions` | 2,181 | -255 | Config. Vitest accepts `.ts` imports. | | Add `ES2024.Promise` to `lib` | 2,138 | -43 | Config. Node 24 has `Promise.withResolvers`. | | Set `allowJs` for `.mjs` imports | 2,148 | +10 | Config. It removes 8 `TS7016` errors and shows new real errors. | | Set `declaration` to false | 2,142 | -6 | Config. Tests emit nothing. | | Count only files in `server/src` | 2,058 | -84 | Other packages: 53 Daytona, 29 Runner test, 2 UI. | So 4,478 of the 6,536 errors (69%) came from config or scope, and 2,058 are real type errors in 314 files. The 29 Runner test errors are also real, which gives 2,087 errors. Tests that master added after this measurement had 81 more errors, so this pull request fixes 2,168 errors. This table classifies the first 2,058 errors. | Kind of real error | Errors | | --- | --- | | Wrong argument or assignment type | 1,023 | | Stale or partial fixture objects | 525 | | Property that the type does not have | 317 | | Missing narrowing of null or unknown | 101 | | Implicit any | 60 | | Missing name or module | 16 | | Other | 16 | ### What the type errors hid Most errors were stale fixtures and loose mocks. These errors hid real test problems, and this pull request fixes them: - **A test that never ran.** `instrumentation.test.ts` required `sdk-trace-base`, which is not installed. So 3 span tests were skipped. They now run and pass. - **Assertions that could not fail.** - `issue-thread-interactions-service` used a company ID as an issue ID. - `status-card-evaluation-work` compared `[]` with `[]` in a rollback check. - `slack-conversation-lifecycle` read `item.issueId`, which does not exist. - `email-channels` used a permission key that does not exist. - `heartbeat-project-env` imported `LOW_TRUST_REVIEW_PRESET`, which is not exported. The value was undefined. - **Postgres processes that did not stop.** 11 test files called `stop` on the test database helper. That method does not exist, and the helper method is `cleanup`. - **Arguments that the service ignored.** - `methodKey` is now `connectionMethodKey` in the Daytona, Unikraft, 1Password, and Railway tests. - 108 calls passed `"owner-user"` to a parameter that expects an options object. - 9 chat wizard fixtures passed `managementContext` as `source`, so they ran `existing_app` and not `manifest`. - 2 tests passed a `{ userId }` actor that the function ignores. - Inserts into `environments` passed a `companyId` column that the table does not have. - **Problems in tests that master added during this work.** - `sandbox-creation-operations` read `database.connectionString` when an external test database was set. In that mode `database` is undefined, so the fixture would stop with a TypeError. It now uses the external URL. - `idle-completed-history` set a Dot operation to `dispatched`. That is a Muse status, and the Dot type does not have it. The fixture now uses `admitted`, which is a real in-flight Dot status. ### Possible product problems, not changed These may be real problems in production code or types. I did not change them, because this pull request does not change production behavior: - `decisions-service` `service.create` does not validate the lenient `cancel_issue_tree` input. - `createConnection` ignores `input.connectionPurpose`. - The `createConnection` route schema default stores `{}` for `transportConfig`. - `prepareManagedAiRuntime` accepted the invalid value `mode: "connection"`. - `createBinding` accepts invalid `projectionClass` strings outside class 3. - `ensureManagedProjectWorkspace` forwards an untyped `repoRef` by spread. - `routineVariableSchema.label` is optional, but `RoutineVariable.label` is required. - `ToolRunContext.projectId` may be too strict. - `withdrawInteraction` reads `issue.status`, which its type omits. - `issueService.list` and `reconcileNativeFinalizations` omit fields that they return at runtime. - `createGitHubExternalObjectProvider` handles `tokenProvider: null`, but its type forbids this value. ## What Changed - Fixed the 2,168 type errors. The diff changes 322 test and helper files. - Corrected `server/src/__tests__/tsconfig.json`. Editors and the typecheck now read the same options and report the same errors. - Added three `test-tree` layers to `server/scripts/typecheck-layers.mjs`. They read the server layers as declarations, and any error fails them. A hash of the path selects the shard, so a new file does not move other files. - Added `server/scripts/typecheck-stubs/daytona-sdk.d.ts`. Server tests reach Daytona plugin source, and the root install does not have `@daytonaio/sdk`. - Changed two imports in `ui/src/lib/issue-execution-policy.ts` to use `.js` extensions, because server tests import this file. - Made `declarationsConfig` and `--declarations-only` skip the `test-tree` layers, because these layers emit nothing. Other projects read only the source layers. Added a test for this. - Updated `doc/DEVELOPING.md`. ## Verification Run these commands: ```sh pnpm --filter @paperclipai/server typecheck pnpm exec vitest run server/scripts/typecheck-layers.test.mjs ``` Results on macOS (arm64), Node 24, 16 cores. Each check ran after the merge of paperclipai/paperclip#18738 unless the row says otherwise: | Check | Commit | Result | | --- | --- | --- | | Server typecheck, `PAPERCLIP_TYPECHECK_LOW_MEMORY=1`, all 7 layers | `6e45a08573` | Exit 0, 0 errors, 62 seconds, peak 3.52 GiB | | `node scripts/typecheck-test-projects.mjs --low-memory` | `a3306bd13e` | Exit 0, 0 errors, 42 seconds, peak 3.25 GiB | | The same script with `--reuse-declarations` | `1b878aabc0` | Exit 0, 0 errors | | `typecheck-layers.test.mjs` and `live-recovery-work.test.ts` | `01db5634e4` | 90 passed. These include real compiler runs for a pass, a type error, and an invalid tsconfig. | | `tsconfig.declarations.json` after a full server typecheck | `0fb1e4fb0a` | It references only `below`, `cycle`, and `above`. No generated config names a `tsconfig.layers.json` file. | | Owned runtime test in `idle-completed-history` | `e8f2f448ac` | Passed, with the fix that master later replaced | | `idle-incoming-wake`, `plugin-idle-manager`, and the changed `chat-channels` test | `6e45a08573` | 30 passed | | Runner `native-execution.test.ts` | `eab4dcc1f4` | 114 passed | | The 19 server test files that changed since `eab4dcc1f4`, and `typecheck-layers.test.mjs` | `259737b700` | 4,275 of 4,277 passed. The 2 failures are in `chat-channels` and are in the list of 7 below. | The peak is the largest single process, from `/usr/bin/time -l`. Peaks for the server typecheck were between 3.42 GiB and 3.56 GiB across 8 runs. Peaks for the test projects were 3.25 GiB and 3.37 GiB across 2 runs. I did not measure a cgroup. **Runtime check of the fixes.** Types do not prove that a test still works. So I ran all 309 changed server test files, 11,929 tests, before the rebase onto paperclipai/paperclip#18737: | Result | Tests | Detail | | --- | --- | --- | | Passed | 11,913 | Includes the 2 tests and the 54 `dot-runner` tests that passed in a later run, as described below. | | Failed | 7 | The same 7 tests also fail on the commit before the fixes. | | Skipped | 9 | These tests have their own skip conditions: `sentry` 5, and 1 each in `bundled-plugin-registration`, `customer-success-cloud`, `onepassword-connection`, and `workspace-runtime-https-live-exercise`. | The 7 tests that fail with and without this change, on my machine: - 3 tests in `chat-channels` and `email-channels` stop with `ENOENT` on a `SKILL.md` file. The path is in the parent checkout, above the git worktree that I used, so I expect that the worktree is the cause. I did not prove this. - `workspace-instance-cleanup` compares `/private/var/...` with `/var/...`. This is a macOS symlink difference. - 2 tests in `git-reproducible-managed-checkouts` get `unknown_base_git_files` and expect `unpushed_managed_checkout`. I did not find the cause. - 1 more test in `chat-channels`, `materializes direct external-chat finals once`, gets `undefined`. I did not find the cause. CI is the check for these 7 tests. `ci / verify` passed on `eab4dcc1f4`. Failures during this work: - My fix to `agent-runtime-connector-access` changed an invalid permission key in the setup, but not in the assertion. The runtime check found this. I corrected the assertion, and the file passes. - `heartbeat-plugin-environment` failed one wait in the full run. It passed three times alone, so I think that load caused the failure. It can fail again under load. - `dot-runner` skipped all 54 tests in the full run because `cargo` was not on my `PATH`. It then passed 54 of 54 with the toolchain on the `PATH`. - My first `lib` value removed the default DOM types, and the error count went up by 375. I added the DOM libraries. - My Daytona stub with bare `any` left 48 errors, because generic helpers then inferred `unknown`. I added shapes that return promises. - One fix to `agent-secrets-routes` used `class_3_static_lease`, and the test failed. That class allows only specific paths. I reverted to `unclassified`. - `ci / General tests (server (8/12))` failed on `259737b700` because of the flaky port in `idle-completed-history`. paperclipai/paperclip#18853 fixed this test on master, so this pull request keeps that fix. **Audit of the diff.** I counted these patterns in added and removed lines, to find fixes that only hide an error: | Pattern | Added | Removed | | --- | --- | --- | | `@ts-ignore` | 0 | 0 | | `@ts-expect-error` | 0 | 1 | | `.skip` | 0 | 0 | | `as any` | 9 | 9 | | `: any` | 11 | 2 | | `as never` | 8 | 2 | | `as unknown as` | 35 | 4 | | `Promise<unknown>` | 16 | 5 | | `expect(` | 128 | 113 | No hunk removes more `expect(` calls than it adds. Three removals of test content were intentional, and I checked each one: - `muse-control` removed `signalToken`. Line 1012 already asserts that it is absent. - `merged-pr-confirmation-sweep` removed legacy aliases. Other tests cover them. - `heartbeat-workspace-branch-containment` removed a `finalize` branch that no test row can reach. Some partial fixtures stay unchecked through `as unknown as` and `Promise<unknown>`, mostly in `issue-agent-mutation-ownership-routes` and `issue-comment-reopen-routes`. **Accuracy of the check.** One program over the tree and the three shards reported the same errors at the same positions. Memory, as the peak of the largest process on one thread, was 3.93 GiB for one program and 2.43 GiB for the largest shard. I measured these two values before the fixes. Not run or not proven: - I did not run the full `pnpm test:run`, or a root `pnpm build`. I expect CI to run the full suites. - I did not run the 4 GiB container check, or the full `scripts/typecheck-low-memory.mjs`. The peaks above come from macOS, so they are not a Linux cgroup measurement. - I did not run the UI typecheck after the merges. - `workspace-runtime-https-live-exercise` is skipped, so its `cleanup` fix did not run. ## Risks - **A large diff in test files.** 328 files change. A pull request that edits the same tests can get merge conflicts. New tests on master can also add type errors before this merges. Any such error fails this check and needs a fix here. - **A higher cost for changes to source types.** A change to a type can add errors in test files that the author did not touch. The author must then fix them. This is the purpose of the check, but it is new work. - **Changed test behavior.** Some tests now run paths that they did not run before, such as the 9 chat wizard fixtures and the 3 span tests. They pass here, but they can be more sensitive to timing or to the environment. - **The Daytona stub can go stale.** The stub is written by hand. If the plugin uses a new SDK member, the typecheck reports an error until someone updates the stub. - **The release path.** `release-verify.yml` and `scripts/release.sh` run `pnpm -r typecheck`, so they now run this check. - **The tsconfig change.** The test transform reads `server/src/__tests__/tsconfig.json`. The options that I changed are for type checks, and the runs above passed. - **A gap that remains.** Tsconfigs in `packages/paperclip-runner` and in most sandbox provider plugins exclude `*.test.ts`. This check does not read most of those test files, so they can still drift. That work is separate from this pull request. > 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 Anthropic Claude Opus 5.5 (`claude-opus-5-5`) through Claude Code, with reasoning, tool use, code execution, and subagents. The runtime does not show the 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 (7 tests fail locally, with and without this change. See Verification.) - [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> |
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813e808af4 |
Remove filesystem history authorization from workspace preparation (#16963)
Remove physical-root source/reader authorization and sticky directory classifications from workspace preparation. Preserve current task/run authority, app-record privacy, credential authorization, containment, and lifecycle/publication integrity.
Validate replacement selections against persisted new inputs and refresh verified checkout ownership so bounded reuse survives earlier workspace relocation. Add real PostgreSQL/Git regressions, a reproducible history-scaling benchmark, and documentation.
Full CI passed all 48 jobs and Greptile scored 5/5 at
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854ab294cc |
fix: restore repository admission and Claude startup on Linux ARM64 (#16372)
Batch retained workspace admission reads while preserving individual privacy and trust decisions. Preserve bounded saved-policy projections when integrating current master, and qualify the pinned Claude executable on Linux ARM64.
Verified exact head
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c41e00bca4 |
fix(server): index workspace source task enumeration (#16342)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Agent startup checks access to every source retained by a workspace. > - Repository admission repeats these checks while it holds a company lock. > - PR #16334 indexed the workspace privacy query. The next source-task query still cast the task primary key to text. > - That second query scanned company history for every workspace and delayed other agent launches. > - This pull request keeps the task column indexed and guards the retained identifiers before conversion. > - The benefit is faster startup with the same source validation and access decisions. ## Linked Issues or Issue Description Refs #16334. **What happened?** Agent launches still spent minutes preparing repositories after the first authorization query fix. The source-task lookup scanned 14,191 task rows for one matching source. **Expected behavior** Source validation should use the task primary key and workspace-binding index. It must still reject missing, malformed, noncanonical, and foreign-company sources. **Steps to reproduce** 1. Seed company task history and a workspace with attached and retained source tasks. 2. Call `assertTaskWorkspaceAccess` and capture its source-task SQL. 3. Run `EXPLAIN (ANALYZE, FORMAT JSON)` on that query. The baseline scans unrelated task history. ## What Changed - Convert retained text identifiers with the existing canonical UUID guard. Keep the indexed task column as a UUID. - Exercise the real source-access service against PostgreSQL. Verify complete source results, malformed and uppercase input behavior, and rows examined by the plan. - Document the second source-validation query and its regression coverage. ## Verification - Red: the new regression failed because the source lookup examined 1,202 rows for two sources. - Green: four focused workspace suites passed, 147 tests total. The final regression also checks malformed and uppercase query inputs. - Live read-only comparison: two warmups, then five samples per variant in alternating order. Median client query time changed from 4.88 ms to 0.35 ms. Complete result rows matched. Shared buffer hits changed from 3,984 to 5. These measurements cover this SQL statement, not total agent startup. - The complete source-access helper also passed for the same retained reader in read-only transactions. Its median changed from 15.75 ms to 10.75 ms; repository admission still repeats other checks. - `pnpm -r typecheck` and `pnpm build` passed locally. The staged Linux build and all seven final regression cases passed on Node 24.20.0. - All 55 current-head checks/statuses passed; two Storybook checks were skipped. Greptile reviewed `6cfb755` at 5/5 with no findings. - The full local test run encountered a tracing-test failure in `native-session-executor.test.ts`. Both that test alone and the complete file passed on rerun (698 tests). The remaining full-suite run is still in progress. ## Risks - This changes SQL planning on an authorization path. The canonical guard preserves the former exact lowercase text match and avoids UUID parse errors. - Company filters, missing-source checks, project checks, and per-source access decisions remain in place. - No schema migration or new index is required. Repeated checks across large repository histories remain a separate source of startup work. ## Model Used - OpenAI Codex, GPT-6 family, with reasoning, shell tools, code execution, and browser verification. The exact model ID 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 #` 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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445feaa7aa |
fix(server): index retained workspace task authorization (#16334)
## Thinking Path > - Paperclip manages AI agents and their work. > - Before an agent starts, repository admission checks access to retained workspace files. > - Admission holds a company provenance lock while it checks each source and reader. > - The retained-task query cast the indexed task ID to text. PostgreSQL could evaluate privacy across company history before it matched one source ID. > - Repeated slow checks kept the lock for hours and blocked other agent launches. > - This change looks up the canonical source UUID through the existing primary key before it checks privacy. > - The query does less work and keeps the same access decisions. ## Linked Issues or Issue Description **What happened?** Nine runs appeared active but had no provider process or log file. Read-only database inspection found a transaction holding the company repository-provenance lock for more than ten hours. Eight other transactions waited for that lock. The owner repeatedly ran workspace authorization queries. The company had about 13,400 tasks and 8,500 workspaces. **Expected behavior** A retained-source check should find the referenced task before it evaluates that task's privacy. Unrelated task history should not multiply the privacy work for every source and reader. **Steps to reproduce** 1. Run the new `workspace-authorization-query.test.ts` against authorization code from `5c7a025032`. 2. The real PostgreSQL fixture has 1,200 unrelated tasks and one retained source. The regression fails with 2,402 recursive privacy traversals, above the bound of 100. The other five access tests pass. 3. Apply this change and run the same test. All six tests pass. Related: Refs #16330 adds workspace timing evidence. This PR fixes a measured SQL plan. It does not change those tracing boundaries. ## What Changed - Compare the UUID task column with a guarded canonical UUID from the retained-source JSON key. - Reuse `canonicalExecutionUuid`. Invalid and noncanonical keys still match nothing and cannot cause a UUID parse error. - Add real PostgreSQL coverage for query work, missing and foreign sources, malformed and uppercase IDs, both agent and sponsor grants, and grant revocation. - Add a reproducible baseline comparison and document its scope in `doc/DATABASE.md`. ## Verification - Red: the unchanged query fails the new work-bound regression. Five access cases pass. - Green: 101 tests pass across the new query suite, workspace binding, and the production privacy review suite. - Full `pnpm -r typecheck` and `pnpm build`: pass. Dependencies use the repository's pinned pnpm 9.15.4. - All current-head CI checks pass, including the full server, chat, workspace, serialized, Runner, and eight E2E test lanes. Build, typecheck, canary, and security checks pass. Head: `ad907f6e14c2d773fa8c20692e5ccc10215c9297`. - Greptile: 5/5 on that head, with no actionable findings or unresolved review threads. The branch is mergeable. - The local full `pnpm test:run` was started, then stopped after a concurrent disposable-database check hit the macOS shared-memory limit. This is not counted as a local full-suite pass. The benchmark passed when rerun alone; the complete suite passed in CI. - `git diff --check`: pass. The branch has no lockfile or workflow changes. Synthetic SQL comparison on PostgreSQL 18.1, with 13,429 tasks and one retained source: | Query | Median | Five measured samples | Recursive privacy traversals | | --- | --- | --- | --- | | Baseline `5c7a025032` | 42.57 ms | 42.57, 47.71, 44.51, 41.29, 41.44 ms | 26,860 | | Fixed | 2.37 ms | 2.76, 2.35, 2.37, 2.11, 3.33 ms | 4 | Both versions return identical complete rows. The benchmark alternates variants after two warmup rounds. It loads the baseline authorization module with current dependencies; the UUID helper is unchanged. The measured gain is about 18x for this SQL fixture. The final committed benchmark also passed a second isolated run: 55.44 ms baseline and 3.26 ms fixed, with identical complete rows (about 17x). Two read-only queries on the affected database also returned identical complete rows. One changed from 129 ms to 7 ms; a workspace with 49 retained sources changed from 576 ms to 11 ms. These are single paired measurements, not endpoint or startup benchmarks. Reproduce: ```sh pnpm exec vitest run server/src/__tests__/workspace-authorization-query.test.ts server/src/__tests__/task-workspace-binding.test.ts server/src/__tests__/privacy-production-review.test.ts pnpm --filter @paperclipai/server exec tsx ../scripts/benchmark-workspace-authorization.ts --baseline-ref=5c7a025032 pnpm -r typecheck pnpm test:run pnpm build ``` ## Risks - A direct UUID cast could broaden or break access for malformed keys. The existing canonical guard and regression cases preserve the former text-match behavior. - Planner choices can differ across PostgreSQL versions and data sets. The regression bounds real privacy work rather than elapsed time or one exact plan shape. - Admission still checks every retained source and reader under its existing lock. This removes a measured query cost; it does not claim a bound for the full admission process. - No schema migration, permission change, lock removal, or live deployment is included. Recovery of the affected runs remains unverified until rollout. ## Model Used OpenAI GPT-6 through Codex, with tool use and code execution. The exact served model variant and context-window size are not exposed to this task. ## 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 #` 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> |