Posts

Showing posts with the label LangChain feedback loop

How I’m Teaching My AI Agent to Learn From Its Own Mistakes — Without Any Retraining

Image
  How I’m Teaching My AI Agent to Learn From Its Own Mistakes — Without Any Retraining How I’m Teaching My AI Agent to Learn From Its Own Mistakes — Without Any Retraining šŸ“Œ Introduction: I’m Not an AI Expert, Just a Builder Hey there šŸ‘‹ I’m Ashutosh, 18 years old, currently in my 2nd year of BSc Computer Science. But honestly, most of what I know about AI didn’t come from textbooks — it came from building tools, breaking things, and fixing them. Today, I want to share something powerful I’ve been working on: Teaching my AI agent to learn from its own mistakes . No retraining. No fine-tuning. Just smart logic and iteration. If you’re building with GPT, LangChain, or CrewAI — this blog will help you go beyond basic prompt chains. 😬 The Problem: My Agent Was Repeating Mistakes I built a Resume Evaluator agent inside my projec. Upload a resume → get feedback. But it wasn’t always working well. Either the advice was too generic, or it missed obvious mistakes. And worst...