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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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