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.
Ai
Insights on software development, AI, and technology.
Building My Own Homelab: From AI Dependency to Local Superpower
My 3-year journey from spending 20k on AI subscriptions to building a custom quad-GPU 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.
AI Workflows as an Assembly Line
How can we automate the repetitive parts of our day to day work?
Lessons from Building an AI-Powered Creative Platform
What I learned building a text-to-image platform for content creators in 2022.