Stop Being an LLM Operator: Master Loop Engineering with Agents
Are you just pressing Enter prompt after prompt? Then you're an LLM operator. Time to become an engineer.
This video covers advanced Loop Engineering techniques: how to build agentic AI systems that self-check, self-correct, and don't crash at the first error.
If you work with AI agents or want to move from simple LLM queries to true agentic AI pipelines, this video is for you.
A text version with detailed diagrams is available at: https://ai4dev.ru/posts/loop-engineer...
⏱ Timestamps:
0:00 – Why Prompting Is No Longer Enough
0:42 – What is Loop Engineering
1:48 – Inner Loop and Outer Loop
2:57 – Ralph's Technique
3:59 – Loop Engineering Components
5:58 – Practical Implementation in Codex and Claude Code
8:19 – Success Contract
9:34 – Validator and Maker-Checker
10:16 – Git WorkTrees
11:12 – Skills, Memory, and MCP
13:19 – The Entire Process
15:02 – Maturity Matrix
16:26 – Key Risks
19:09 – Gradual Implementation
19:34 – Key Takeaway
20:48 – Final
#AIAgents #AgenticLoop #LoopEngineering