Author argues AI agent failures come from prompt context loop harness confusion

The author argues that AI agent failures stem from confusing four distinct architectural layers: prompt, context, loop, and harness engineering. Each layer addresses a different aspect of system behavior, ranging from single-turn wording to multi-step workflows and execution scaffolding. Treating a harness or context issue as a mere prompt problem often leads to wasted engineering time. Open article →