Self-Validating AI agentic Loops - The 10 x "Ralph Wiggum" Pattern скачать в хорошем качестве

Self-Validating AI agentic Loops - The 10 x "Ralph Wiggum" Pattern

Can Kiro Ralph? Ralph Wiggum The First Agnetic Engineer - AGI? If you've been anywhere near AI coding Twitter the past few weeks, you've seen the Ralph Loop. Named after everyone's favorite persistently optimistic Simpsons character, it's an autonomous loop that lets AI agents self-validate and ship features while you sleep. But here's the thing - Ralph isn't magic. It's just prompts and a simple flow. Which means it works anywhere. Today I made it run in Kiro CLI. I've also built it into my PRP framework for Claude Code. The pattern is portable. What you'll learn: How the Ralph Loop actually works (flow diagram walkthrough) Why it runs reliably (self-validation is the secret) Making it work in Kiro CLI (no arguments? no problem) The "Ralph Anywhere" insight - it's just prompts Also rebuilt our Shards project from scratch with proper vertical slice architecture. POC was fun, now we're building it right. 🔗 Links: Join the hackathon (free): https://dynamous.ai/#/kiro-hackathon AI Coding Course: https://community.dynamous.ai/checkou... Shards repo: https://github.com/Wirasm/shards PRP framework (with Ralph): https://github.com/Wirasm/PRPs-agenti... Day 1-4 playlist: [ADD PLAYLIST LINK] 📚 Ralph Resources: Ryan Carson's Ralph thread: https://x.com/ryancarson/status/20085... Ralph repo: https://github.com/snarktank/ralph Ralph guide: https://snarktank.github.io/ralph/ Geoffrey Huntley on Ralph: https://ghuntley.com/ralph/ 📚 Other: Kiro documentation: https://kiro.dev/docs --- Timestamps below 👇 --- 🔔 Subscribe - Monday we validate and keep building. 🎓 AI Coding Bootcamp: https://community.dynamous.ai/checkou... 📬 More from me: Blog: https://rasmuswiding.com LinkedIn:   / rasmuswiding   #aicoding #ralphloop #kiro #claudecode ``` Timestamps ``` 0:00 - Can Kiro Ralph? 0:30 - What is the Ralph Loop (quick explainer) 1:00 - The flow diagram breakdown 2:00 - Why it runs reliably (self-validation) 3:00 - Opening Shards project in Kiro 4:00 - Priming the agent 5:00 - Creating architecture.md (vertical slice) 7:00 - Kiro crashes on long prompts (workaround) 8:00 - Analyzing current POC vs desired architecture 9:00 - Decision: delete and rebuild from scratch 10:00 - The Ralph Loop and PRP connection 11:00 - Ralph is already in my PRP framework 13:00 - Fixing Kiro prompts (no arguments supported) 15:00 - Rewriting prompts to ask for input instead 17:00 - Building the Ralph Loop for Kiro 19:00 - Creating PRD-Ralph command 20:00 - Loop executor and script setup 22:00 - Testing the Ralph Loop in Kiro 23:00 - File-based persistence discussion 24:00 - Wrap up and what's next ``` Today, we're building a "Ralph Wiggum loop" into the Kiro CLI for our "shards project," focusing on *ai automation**. This loop allows **artificial intelligence* agents to self-examine, a concept widely discussed in the AI community. The video demonstrates how this *automation* can enhance agent capabilities, making our *ai coding* more efficient. Learn how this approach integrates into real-world applications.