Last used: 2026-03-24
Memory references: 1
Status: Active

Analyst Watchdog

An autonomous monitoring agent pattern: watch a system, detect changes, write findings, alert when thresholds are crossed. Runs on a schedule (LaunchAgent or cron) without human intervention.

Pattern

CODEBLOCK0

What It Monitors

Configurable, but the reference implementation tracks:

• - Model evaluation scores hitting milestones (n=50, 100, 150, 200)
• Promotion events (model proven equivalent to cloud baseline)
• Score anomalies (sudden drops or improvements)
• System health degradation

Alert Tiers

Files

• - scripts/analyst_agent.py — Reference watchdog implementation