AI notes
personal notes on AI-assisted software engineering.
- TDD with AI agentsJan 25, 2026
Write the tests yourself. Let the agent make them pass. Ship with confidence.
- Human alignment is harder than AI alignmentJan 21, 2026
The bottleneck in AI-assisted work isn't aligning the model—it's aligning the humans.
- Verification is the new codingJan 19, 2026
The value of software engineers has shifted towards verification, not generation.
- AI coding agents are general-purpose harnessesJan 18, 2026
These tools can do far more than write software—they're general-purpose agent harnesses.
- Spec-driven development with AI agentsJan 04, 2026
When to use SDD and when to skip it.