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#reliability

3 signals tagged with this topic.

Why AI Agents Fail in Production: 7 Failure Modes From a Live Fleet
Engineering

Why AI Agents Fail in Production: 7 Failure Modes From a Live Fleet

Why AI agents fail in production rarely makes it into the guides — they say 'log every decision path' and stop there. Here are 7 real failure modes from running 325 agents, and the exact signal that catches each one.

July 10, 202610m read
Position-Level Orphan Detection: Why Heartbeat Monitoring Isn't Enough
Engineering

Position-Level Orphan Detection: Why Heartbeat Monitoring Isn't Enough

A 16-hour outage taught me that bot liveness and position safety are separate monitoring concerns. The gap between them is where losses live.

June 4, 20267m read
My Infrastructure Writes Its Own Post-Mortems While I Sleep
Engineering★ Featured

My Infrastructure Writes Its Own Post-Mortems While I Sleep

A trading bot ran dead for seven hours before I noticed. That failure taught me that 'process alive' and 'system healthy' are not the same sentence. Here's how I built infrastructure that heals itself, documents itself, and gets smarter every time it breaks.

May 28, 202611m read