How Much Review Is Too Much Review?
A human reviewer ends: they read the diff, satisfy themselves the change is safe, and ship it. An AI told to 'find issues' never reaches that point — finding is the goal, so it …
Claude-Code
Your Smartest AI Is a Lousy Junior Engineer
I used to treat model choice like a volume knob: always turn it up, always use the smartest model. Hundreds of hours of agentic coding later, I've learned the strongest model is …
Free Doesn't Mean Open: How AI Is Unbundling the Open Source Bargain
For decades, 'free software' and 'open source' were nearly synonymous — because building something worth sharing required a community. AI has dissolved that constraint. But the …
A Content Pipeline with Critique Loops and Editorial Gates
This blog runs on a custom automation pipeline where AI agents compete, critique, and synthesize every post. Here's how the /create-blog-post command, a DALL-E 3 image generation …
The Rise of the Agent Wrangler
AI agents can write code, fix bugs, and ship features — but who can be trusted to ship production software when most implementation is delegated? Meet the Agent Wrangler: the …
Finding Each AI's Place in My Workflow
Explore how different AI tools are finding their unique niches in modern development workflows. From Codex, Claude Code, and GitHub Copilot CLI for terminal-based coding tasks, to …