- Part 1. My Adventures With Local LLMs
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 …
Jan 21, 2024 · 9 min
- Part 2. The RAG Challenge: A GitHub Copilot Experiment
Recreating Tim Kitchen’s RAG application using GitHub Copilot and exploring how it compares to other AI coding assistants like Aider, Cursor, and Windsurf.
Nov 21, 2024 · 6 min
- Part 3. Rebuilding Invoice System with AI: A 48-Hour Journey
Leveraged LLMs to rebuild our invoice system in 48 hours. Explores AI-driven development, prompt engineering, and lessons learned from this rapid migration.
Apr 28, 2025 · 7 min
- Part 4. Three Commands, Four Documents: The AI Workflow That Actually Ships
The Plan-Execute-Verify workflow that replaced my 13-document nightmare. Three commands, complexity scoring, and the failure modes to watch for.
Jan 23, 2026 · 9 min