Knowledge base
Guides
Practical, safety-first guides to writing and running agent loops — 3 published.
planning001
What Is Loop Engineering? The Discipline After Prompting
Prompt engineering was about getting one good answer out of one model call. Loop engineering is about getting one good outcome out of many model calls you…
Sep 3, 2026 · 6 min[ Read ]
planning002
How to Create Loops with Claude: From One-Shot Prompts to Designed Loops
Most people use Claude the way they'd use a search box: type a request, get an answer, move on. That works until the work doesn't fit in one sitting — the test…
Aug 17, 2026 · 5 min[ Read ]
planning003
The Init Phase Your Loop Is Skipping
Most loops start work on iteration one. That is the bug. The agent reads its standing instructions, picks up the goal, and immediately starts changing things…
Jul 27, 2026 · 5 min[ Read ]