Topic
AI
5 posts on ai — 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.
- 3 min read
Anthropic Writes 80% of Its Code with Claude
Anthropic says 80% of its new code is Claude-authored. Here is how solo builders manage the review burden.
- 4 min read
Before you ship an AI agent for a client, prove these 5 controls.
Before you ship an AI agent for a client, prove budget caps, loop detection, alert proof, remote kill, and retained incident history.
- 4 min read
The CrewAI demo worked. Then the tool call retried 913 times.
The demo worked. Then the same CrewAI tool call retried until the run became an operator problem.
- 4 min read
Your AI agent does not need observability. It needs a kill switch.
A trace tells you what happened. A kill switch changes what happens next.
- 7 min read
The Future of AI and Next.js
How AI agents are changing the way we build with Next.js — from agentic development to shipping 10x faster as a solo engineer.
The AI agent build notes
Real costs, real tools, no fluff. M-F when I ship, publish, or learn something worth sending.