Notes / Loops and Methods
Topic
Designing plan, execute, observe, and correct loops so AI checks its own work before it hands anything over.
3
notes
In this topic
In multi-agent orchestration, the main agent sits idle waiting for subagent handoff summaries: 73% of the time on one Terminal-Bench 4.0 task. This note compares Anthropic's single loop with Stanford DeLM's shared log plus task queue, and covers how to choose, how to change, and five common mistakes.
Graph Engineering sits one layer above Loop Engineering: a loop decides when one agent checks its work and stops; a graph decides which loop runs first.
Loop Engineering makes AI check its work before it delivers: plan, execute, observe, correct, repeat. Covers the three loops and the templates they leave.
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