Managing Codex-Spark: 1000 Tokens Per Second Changes Everything
I spent a week with GPT-5.3-Codex-Spark on Cerebras hardware. The speed broke every workflow I had.
Ai
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.
AI Workflows as an Assembly Line
How can we automate the repetitive parts of our day to day work?
AI-driven NFT marketplace
What if we could use AI and NFTs to create, market, and own our products