Topic
Agentic Coding
4 posts on agentic coding — guides and lab notes from real runs on hardware we own. New posts land here automatically. Start anywhere, or grab the copy-paste prompts that ship with them.
- 4 min read
Agentic coding moved my bottleneck to code review
Agentic coding made writing code free. The slow part is now reviewing a queue of plausible PRs.
- 4 min read
I made my blog API reject its own writer
Prompt instructions are a request. API contracts are a wall. Why I moved my blog QA gate out of the prompt and into the server.
- 6 min read
Claude Opus 4.8: What Actually Changed for AI Agent Builders
Claude Opus 4.8 dropped May 28, 2026. Same price as 4.7, higher SWE-bench scores, and a model that flags its own mistakes. Here is what actually changed if you build AI agents.
- 5 min read
When to Replace Your AI Agent With a Script
Will Larson says agents should be scaffolding, not permanent infrastructure. I run 12 agents overnight. Here's what I kept as agents and what I converted to code.
The AI agent build notes
Real costs, real tools, no fluff. M-F when I ship, publish, or learn something worth sending.