Building an AI Agent Round-Table
Built an AI panel that debates your documents across bounded rounds, then hands back a structured report. Here's how the round loop, moderator, and synthesis actually work under the hood.
The Hidden Cost of Letting AI Write Your Code
AI writes the code, but who's asking the security questions? Who's asking why? A look at what happens when teams skip the reasoning step, and what it costs developers, juniors especially, when the struggle gets outsourced too.
Freelance Developer, Not Firefighter: Building Things That Don’t Break
When people talk about freelance development, they often focus on speed. Deliver fast, deliver now, move on. But the truth is, most of my work comes from the exact opposite problem: someone moved
What Even Is GraphQL, and Why Would You Use It Instead of REST?
GraphQL offers flexibility and control over data requests, but it’s not always the best tool. In this post, I explore where GraphQL fits into modern development and when sticking with REST might be the smarter move.
Why Discovery Is the Hardest and Most Overlooked Part of Large System Projects
Most project failures start before development. Discovery prevents rework by uncovering what really exists before change begins.