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Summary of What Needs to be Done: Add pytest unit tests for the PredictionLRUCache class in app/ml/prediction_cache.py.
This is a thread-safe LRU cache with TTL and max_size eviction for ML prediction ...
Summary of What Needs to be Done: Add pytest unit tests for the ResourceGuard class in services/resource_guard.py. This
class enforces resource limits (max_rows and timeout_seconds) during CSV processing ...
Summary of What Needs to be Done: Add unit tests for the validateDTO and validateQueryDTO middleware functions in
server/middleware/validateDTO.ts. These functions wrap Zod schema parsing on Express requests, ...
Summary of What Needs to be Done: Add unit tests for the validateArgs security guard function in server/utils/exec.ts.
The validateArgs function enforces strict allowlist-based validation on ML script ...
Context
Operator: what is the progress on heartbeat wake-ups? we need them back. No heartbeat wake has reached any local
interactive agent for ~17h. A2A (message) wakes still work. Diagnosed during the ...
ai
architecture
bug
model-experience
regression
Summary
v6 shipped in #44 (Heuristic 10 journal-legitimacy flagging + the #43 scoring-formula fix) and is now the current
production prompt — but, like v5 before its #40 validation, it has never been ...
testing
Descripción
Desarrollo de la página de detalle de una actividad concreta, mostrando métricas principales, mapa de ruta y gráficos
interactivos.
- Métricas principales: distancia, tiempo, velocidad ...
enhancement
Part of #1. Respects ADR-0002 (content-as-code).
One MDX file per Project. Frontmatter schema: title, slug, blurb, date (required); tags[], thumbnail, demoUrl?,
repoUrl?, embed?, featured? (optional). ...
ready-for-agent
Part of #1 (PRD — full spec there).
Wire the exit-sign home (/) directory links to real routes. Build /projects (Card grid shell) and /projects/[slug]
(Walkthrough shell). Add /about and /resume as placeholder ...
ready-for-agent
Summary
When a stage-01 gate sets active_roles (e.g. [ backend , platform , qa ] to suppress the frontend workstream), three
separate code paths in core/orchestrator.js fail to respect the filter — causing ...

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