X.9.3 · Skill in AI-assisted work

Verification

Proving that work, human or AI, actually does what it should.

Verification means running it, testing it and checking it against the requirement. Tests, type checks and real usage provide evidence. Done means verified, not written.

Your status · Verification

Not startedLearningComfortable

Saved in this browser only. It colours this skill's tile on your map.

Resources

articleStart here
Hallucinations in code are the least dangerous form of LLM mistakes ↗
Simon Willison · 2025 · 6 min
Errors that fail loudly are easy, while code that runs but is subtly wrong needs real review and testing.
articleStart here
Your AI product needs evals ↗
Hamel Husain · 2024 · 18 min
The practical case for evals, built from a real product, from simple assertions to human review of traces.

Tools

none yet

Tools for this topic are being researched.