every-spoons-smash.md

trackio	minor

feat: Add additional support for autonomous ML experiments

• trackio.watch() / trackio.should_stop(): register metric watchers (NaN/Inf, threshold, spike, stagnation, custom fn) that fire alerts automatically on every trackio.log() call
• AlertReason constants for programmatic alert filtering
• Run lifecycle status tracking (running → finished / failed) persisted in SQLite
• New CLI commands: trackio best, trackio compare, trackio summary
• Run.status, Run.final_metrics, Run.metrics(), Run.history() on the Python API
• alerts.data column (SQL migration) for structured alert metadata