Useful Tools. Memorable UX.
Most terminal tools are useful. Very few are memorable. The difference often comes down to whether the tool reduces hesitation.
Blog
Thoughts on GenAI, APIs, .NET, and engineering leadership.
CLEAR instructions for GitHub Copilot
A practical beginner-friendly guide to writing GitHub Copilot custom instructions that reduce drift, improve repo fit, and cut cleanup.
Lets DRAFT with AI
A practical way to start using AI for day-to-day automation by breaking bigger workflows into small, validated pieces.
I used AI to set up Observability for a REST API. Here's what actually worked
A step-by-step workflow for using AI to build baselines, write queries, and set alert thresholds from real production data. Adopt it, adapt it, share it.
When the LLM does less, the System does more: A Token Efficiency Experiment
I ran a small experiment comparing two AI agent designs for a practical task. No formal evaluations - just token counts, timestamps, and spot checks. Here's what the numbers showed.