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timeout design

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Agents/2026-07-12Advanced

Clock Design for Agents: Separating Monotonic and Wall Time to Protect Long Runs

In scheduled and overnight agent runs, computing timeouts, retry backoff, and rate-limit windows from the wall clock breaks in quiet, hard-to-debug ways. This piece walks through a small Clock abstraction that splits monotonic from wall time, with a decision table and testable code.

Agents/2026-06-29Advanced

Spotting Agents That Are Alive but Stuck — Designing a Progress Heartbeat and Watchdog

The process is alive but the work isn't moving — the nastiest state for a background agent. Here is how to switch from liveness to progress monitoring to detect it, and how to stop it safely, with working code.