#ai
9 pieces of content
Cost Engineering for AI Coding: The Cheapest Model Isn't Always the Cheapest Solution
The cheapest model isn't always the cheapest solution. Cost engineering is about optimizing engineering output, not API spend.
AI Coding Cost: What 8 Days of Data Actually Showed
Model Evaluation Experiment: Does the Expensive Model Win?
Beyond the Prompt: AI Coding Is Becoming an Engineering Discipline
Prompt engineering got us started. Engineering with AI is what will make us productive.
The Mental Shift That Made AI Coding Tools Work for Me
An AI coding assistant is a brilliant new hire with amnesia. Once I understood that, everything about how I use these tools changed.
Privacy-First Git Commit Message Generator
An on-device tool that analyzes git diffs and generates structured conventional commit messages — zero data leaves your machine.
Building a Live Terminal Dashboard for AI Coding Sessions
Designing AI Workflows with Claude Code: From Prompts to Agents and Teams
How AI workflows evolve from simple prompts into structured systems of skills, agents, and collaborative teams — patterns observed while experimenting with Claude Code.
Restaurant Insights — NLP-Powered Dining Recommendations
A tool that finds nearby restaurants, analyzes reviews with NLP, and checks for parking — built in 3 days with APIs, then rebuilt in 3 minutes with AI prompts.