Agent Harnesses

The production infrastructure around agents: state, retries, tracing, guardrails, and recovery.

An agent harness is the infrastructure layer that makes an agent loop production-reliable.

What a Harness Typically Includes

  • State management and checkpointing
  • Retry logic and error recovery
  • Guardrails and output validation
  • Observability and tracing
  • Stall detection and re-planning

Why It Matters

Many failures attributed to “the model” are actually harness failures: missing state, unclear recovery paths, silent tool errors, and weak logging.