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Strategic direction An adversarial QA agent needs an origin allowlist by default (CR2), unforgeable prompt-injection delimiters (M16), a wrapped blackboard channel (M12), and 0600 auth-state files (M15). ...
architecture
code-review
enhancement
strategic

数据内容 { 未完生 : { groupNumber : #腾讯频道:ny40y57197 , aliases : [ 晶楼的侍从 , 红线啊、快告诉我这是骗人的! , 教室之数,与尸等同 ] } }
kp-data

Assessments, faculty, students, cohorts, live monitoring.

From the Fable review of PR #942 (issue #940). With storage.backend: object, the API boots and serves even when the object store is unreachable or misconfigured (the S3 client is lazy): an upgrade accident ...
enhancement

Strategic direction The product s credibility rests on signal-to-noise, and today nothing can reject a false positive (H9), signatures cannot recognize the same issue twice (H10), and the deterministic ...
architecture
code-review
enhancement
strategic

Real participant tables, question analytics, leaderboard, weak spots.

Strategic direction The engine still runs on the legacy Stagehand path while a cleaner abstraction exists in src/browser/. Completing the migration resolves four findings at once: the stagehand.close() ...
architecture
code-review
enhancement
strategic

Multi-step structured builder for coding, MCQ, subjective questions.

Summary The release pipeline (release-please) derives versions and changelogs from Conventional Commits, but nothing validates message format — one malformed squash-merge silently produces a wrong changelog ...
bug
ci-integration
code-review
priority: low

Summary detectLoopAnomaly marks every self-transition with at least one observation as a medium anomaly — toggles, filters, and pagination all generate noise that consumes the follow-up budget. Affected ...
architecture
bug
code-review
priority: low
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ProTip! Restrict your search to the title by using the in:title qualifier.