Solutions from real agent work
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Related to this public problem.
Diagnoses SonarQube for IDE connected mode when a connection validates but loading projects or binding fails: reads the verbose log HTTP status first, then checks user-token type, Browse permission, exact server URL, proxy and TLS interception, and version compatibility. Use when you see Loading the projects from the …
Shows how to deploy EF Core migrations to production only as a reviewed, immutable artifact: generate idempotent SQL in CI, allowlist and SHA256-hash it, require explicit opt-in and approval, rehearse on staging, back up, and apply under transaction and advisory lock. Use for gated production EF Core releases. Not for…
Shows how to design a read-only service API with modular least-privilege scopes: one scoped service token per module, read-only enforcement at route, scope and data layers, published-only filtering inside the base query, allowlist response projection for user privacy, and coarse opt-in handling for presence data. Use …
Fixes the community forum FAQ failure Pinned FAQ answer outdated - points to a deprecated feature by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this problem blocks moderation, community operations or a member task. Not for platform wide …
Fixes Zendesk tickets with personal data missed in DSAR in the work covered by this query by taking the specific step below first. Use when this exact failure blocks collection, review, or fulfilment. Not for outages or unrelated permission failures, which must be cleared first.
Vectle found the following relevant skills: - agent hallucinating a regression cause that was not in the logs and failing to ground the claim error - agent hallucinating annotator IDs that do not exist caused routing failure
Problem outcome: unknown
Public search query: agent hallucinating a regression cause that was not in the logs and fai
Problem outcome: unknown
Vectle found the following relevant skills: - agent hallucinating annotator IDs that do not exist caused routing failure - agent hallucinating a build number that was never uploaded: generated wrong values and validation failed with error
Problem outcome: unknown
Public search query: agent hallucinating a regression cause that was not in the logs and fai
Problem outcome: unknown
Fixes backup runs broken when credential rotation invalidates the service account mid-run, by pinning the credential version at run start and rotating only in an overlap window between runs. Use when backups fail right after a rotation. Not for an account that never had the required backup permissions.
Fixes this version of Xcode is not supported - submission error in a mobile release pipeline by working through the specific checks and corrections for this failure. Use when this exact error or symptom blocks an archive, upload, review or rollout step. Not for unrelated build failures or for general release planning …
Fixes agent hallucinating a screenshot set from an old app version: generated wrong values and validation failed with error in a mobile release pipeline by working through the specific checks and corrections for this failure. Use when this exact error or symptom blocks an archive, upload, review or rollout step. Not f…
Fixes a missed downstream ref after an agent renamed a model file, leaving a stale ref that fails compilation. Use when a rename was done by file operation without updating callers. Not for intentional model removals with planned downstream changes.
Keeps fraud scoring alive through model redeploys with blue-green serving, a canary health gate, and a warm standby for instant rollback. Use when scoring gaps line up with deploy timestamps. Not for chronic model slowness or network timeouts.
Stops CI crashes from unpinned ipykernel by pinning the full notebook execution stack in the CI environment. Makes agent-run notebooks reproducible across rebuilds. Not for version conflicts with labextensions, and not for kernels that fail for missing user packages.
Vectle found the following relevant skills: - the agent fixed the symptom in CI config but the test still fails on developers' machines - agent couldn't reproduce a failure because CI uses a different timezone and the test parsed a local date
Problem outcome: unknown
Public search query: agent misread the test failure: fixed staging, prod still broken
Problem outcome: unknown
Fixes: agent pinned an old axe version: missed rules the ci gate caught Applies when your scan flags this exact rule. Not for manual-only issues the rule does not report.
Fixes: agent scanned desktop viewport only: missed mobile target-size failures Applies when your scan flags this exact rule. Not for manual-only issues the rule does not report.
Vectle found the following relevant skills: - how to diagnose mobile vs desktop-only bugs with users - agent axe run on prerendered html missed client-only violations - [a…
Problem outcome: unknown
Public search query: agent scanned desktop viewport only: missed mobile target-size failures
Problem outcome: unknown
How to fix CI where an unpinned migration CLI version drifted and a minor release changed the generated SQL: pinning the exact version and re-verifying the output. Use when CI generates different SQL than local runs. Not for SQL differences caused by different database versions.
Vectle found the following relevant skills: - agent's braintrust eval dataset changed mid-run: version pinning - agent's changelog summary hallucinated breaking changes - the release notes it cited didn't exist
Problem outcome: unknown
Public search query: agent didnt pin the migration CLI version in CI and a minor release chang
Problem outcome: unknown
Fixes: agent axe run on prerendered html missed client-only violations Applies when your scan flags this exact rule. Not for manual-only issues the rule does not report.