Posts
Notes from production.
Thoughts on AI automation, observability, CI/CD, and scaling engineering teams.
8 posts
Your Agent Isn't Bad at Coding. Your Spec Is.
AI Agents in Production • 1 Nov 2026 • 6 min
Anthropic Just Outgrew Git. Your Bottleneck Is Next.
Engineering Leadership • 26 Oct 2026 • 6 min
Your AI Needs a Plan B
AI & Automation • 15 Oct 2026 • 7 min
The AI Layer Is the Last Thing You Build
AI & Automation • 6 Oct 2026 • 5 min
A Confidence Score Is Not a Decision
AI & Automation • 28 Sept 2026 • 8 min
why it chose that
You Can't Debug an Agent You Can't Reproduce
AI & Automation • 1 Sept 2026 • 7 min
one station down the line
What Your Engineering Manager Job Becomes When Agents Write the Code
Engineering Leadership • 24 Aug 2026 • 7 min
the boring work first
Building AI Agents That Actually Work: Why Foundation Matters More Than Features
AI & Automation • 8 Apr 2026 • 6 min