I Wrote 238 Specs and Never Read One Again
Nine months ago I started building a VS Code extension in the open, and I ran every change in it through spec-driven development. The tool underneat…
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Why 75% of Developers Prefer Claude Code Over Codex
Photo by Microsoft Copilot on Unsplash TL;DR: In a poll of 138 developers, three‑quarters say Claude Code outperforms Codex for everyday AI‑driven c…
Your AI-Generated Code Might Not Be Yours
If you use GitHub Copilot, Claude, Cursor or any other AI coding assistant to write production code, the legal ownership of what you ship is less se…
Best Tools for Managing Parallel AI Coding Agents in 2026
Running one coding agent is easy. Running six is where the workflow problems start showing up. We built one of the tools in this list, Nimbalyst, an…
The AI Tools I Use Every Day as a Developer (March 2026)
I've been using AI tools professionally for over two years now. In that time, I've tried literally everything — every IDE integration, every API, ev…
Building a Home Maintenance Scheduler Agent in typescript with HazelJS
Home maintenance is one of those tasks that everyone knows they should do regularly, but few actually manage to keep up with. Between changing HVAC…
Change failure rate is up 30% — here's how to measure yours in an afternoon
A practitioner's guide to calculating your team's CFR without a vendor platform — the DORA formula, the SQL, and the AI-assisted vs human-authored s…
AI Coding Agents Won't Replace You. Here's What Will.
The question I get most from junior developers in Colombo right now is some version of "should I even bother learning to code, given AI coding agent…
LLM Structured Output Validation in Python That Holds Up
Most LLM "structured output" tutorials are unserious. They teach you to ask for JSON politely and then hope the model behaves. That is not validatio…