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Tagged: loop-engineering
Writing Down the Loops an AI Agent Runs on a Mobile App
Writing down the loops AI agents run on a mobile app: four questions each loop must answer, six nested loops from tap to slice, and checks that catch nothing.
9 min readLoop Engineering for AI Agents: Five Parts, Four Shapes and a LangGraph Build
Loop engineering for AI agents: five parts, four common shapes, a verify-and-retry research agent in LangGraph, guards against failure, and when not to loop.
15 min readThe Free Verifier Problem: Why Agent Loops Stall Once the Work Isn't Code
Coding agent loops work because compilers and tests verify for free. Outside code there's no free verifier: four subsidies, failure data and an oracle test.
6 min readLoop Engineering: Design the Loop That Prompts Your AI Agent
Why the verifier is the bottleneck in agent loops, how four nested loops stack up, and which guardrails and human checkpoints keep an autonomous coding agent safe.
7 min readPractical notes: When Should an Agent Loop Stop? DeepSeek Harness and Pi Give
Operable walkthrough of Practical notes: When Should an Agent Loop Stop? DeepSeek Harness and Pi Give: contracts, checks, and drop-in code slots for teams shipping this pattern.
17 min read
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