#53
The system is reactive. Heartbeat pattern makes it proactive. Agent monitors, notices, acts. Mostly silent, only interrupt when something needs attention.
#52
Infrastructure constraints cause silent deploy failures. Vercel cron limits, WAHA session limits. Every constraint needs a deterministic check.
#51
API-centric tests don't catch UI/email/flow bugs. Ghost User Pattern with parity map grading every user action A-D.
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Today's Activity -- Apr 15
sophie-mvp19 commits
.claude (skills)7 commits
agentic-map3 commits
sophie-commercial1 commit
whatsapp-cli1 commit
AdapttoAI / locale / AI Dollquiet
Skills 112 → 160Hooks 14 → 15
Urgent Items
Verify SessionStart hook fires automatically + voice capture via Telegram
Restrict voice capture to AdapttoAI topic only (prevent cross-project leak)