Monitoring on RZ AI Learning

Monitoring on RZ AI Learning https://rz-ai-learning.com/tags/monitoring/ Recent content in Monitoring on RZ AI Learning Hugo en Wed, 03 Jun 2026 00:00:00 +0000 Keeping Multi-Agent Systems Alive: How We Built a Watchdog Layer That Prevents Silent Failures https://rz-ai-learning.com/posts/watchdog-multi-agent-monitoring/ Wed, 03 Jun 2026 00:00:00 +0000 https://rz-ai-learning.com/posts/watchdog-multi-agent-monitoring/ Multi-agent systems fail silently — agents stall, exhaust context, enter dead loops. A 4-layer monitoring stack (Watchdog agent, Captain self-checks, harness hooks, memory tracker) detects these failures within 5-10 minutes and turned a 0/4 success rate into 12/12.