January 2026 · 9 minute read
I promised to show you how Plan-Execute-Verify actually works. Here’s the three-command workflow that replaced my 13-document nightmare—and why complexity scoring is the gate that keeps everything sane.April 2025 · 7 minute read
Leveraged LLMs to rebuild our invoice system in 48 hours. Explores AI-driven development, prompt engineering, and lessons learned from this rapid migration.November 2024 · 6 minute read
Recreating Tim Kitchen’s RAG application using GitHub Copilot and exploring how it compares to other AI coding assistants like Aider, Cursor, and Windsurf.January 2024 · 9 minute read
After toying with GPT based models. I have also explored how we can use these models locally, without internet, having full control. This post describes my process and learnings about my explorations…