🔗 AI Agentic Workflow Andrew Ng

Youtube Video, via JS Party podcast episode Building LLM agents in JS

Notes

Non Agentic workflow: Do it start to finish. Mostly zero shot prompts.

Agentic workflow: Revise, iterative, reflect, use tools if you need to….

Four design patterns.

1. Reflect: Produce one thing and ask another chat thread with different system prompt to evaluate it. E.g. Create a code, than ask a rubberduck debugger to read it line by line, or run the test suite and provide the result to LLM generated the code to evaluate it. Or write a post, and ask an editor LLM to reflect it, and ask writer LLM to update the post on feedback.