π Loop
One line: Turn βsignal β diagnosis β action β reviewβ into a reusable loop system (platform / SREβoriented, extensible to personal productivity).
Core loop:
1) π‘ Signal: collect (logs, metrics, events, user feedback)
2) π§ Diagnose: analyze and attribute (RCA, correlation)
3) π§° Act: fix, optimize, automate, or add rules
4) πͺ Review: retrospect (regression checks, long-term monitoring)
Components:
- πͺ PulseGate: ingestion and collection
- π§ PulseRCA: attribution and explanation
- π PulseWatch: continuous watch (regression, drift, alerts)
Typical scenarios:
- π₯ Incident loop: Incident β RCA β action items β regression
- πΈ Cost loop (FinOps): Spend β attribution β optimization β guardrails
- π§βπ» Dev productivity loop: Cycle time β bottleneck β automation β measure