Part 1: I ragged every conversation I ever had with AI
I ran a privacy preserving analysis on 809 conversations. The results were humbling, surprising, and exactly what I needed to see.
All Posts
Insights on software development, AI, and technology.
Part 2: Training My Own Coding Model — The SFT and DPO Pipeline
What happens when you fine-tune a 14B parameter model on your own coding conversations? Real numbers, real costs, and real frustrations.
Building My Own Homelab: From AI Dependency to Local Superpower
My journey from spending thousands monthly on AI subscriptions to building a custom 8x 3090 AI rig for local inference
AI-Assisted Coding: What Actually Works
Months of optimizing my workflow with Cursor and Claude Code. The techniques that actually multiply productivity.
MEV Bots and the Dark Forest
What I learned building arbitrage bots and discovering just how deep the MEV rabbit hole goes.