Loop Engineering

Most Agent Failures Are Loop Failures

The control loop is where you design termination, budgets, and recovery.

When an agent misbehaves, the loop is usually the culprit, not the model. Loop engineering is the deliberate design of when to keep going, when to stop, and what to do when a step fails.

• Loop Engineering

Learn Prompt Engineering in 10 Minutes

A working engineer's primer on the prompt patterns that actually move accuracy in production LLM systems: system-prompt structure, few-shot, chain-of-thought, structured output, and the anti-patterns that quietly hurt.

• Loop Engineering