4 items across 2 sections
Upgrading the Failure Archive into an interactive debugging intelligence layer: confidence indicators, pattern clusters, recovery chain tracing, and debugging sequence visualization.
Design for contextual retrieval systems, operational recommendation flows, debugging context panels, and implementation dependency visualization.
Design specification for the command-center operator UX — quick actions, bookmarks, reading queue, keyboard navigation, content traversal, and implementation progress. Phase 3 of the Live Operational Ecosystem.
ScamCheck's Gemini scam detection Cloud Function hit the free tier rate limit (429 Too Many Requests) during rapid testing. The client had no handling for the 429 case and showed an indefinite spinning loader. Root cause: the Cloud Function did not return a structured error response for 429, and the client had no branch for anything other than success. Fix: return { rateLimited: true } from the Cloud Function on 429, detect it client-side, and render a specific message.