Verification field guide
Articles
Editorial pieces on verifying coding-agent changes with executable checks, reproducible evidence, and explicit verdicts instead of another model's opinion.
Agent evaluation vs tests vs code review: what each can actually prove
Understand the distinct proof boundaries of agent evaluation, software testing, and static AI code review when checking agent-written software changes.
Read article →
What an evidence receipt for a coding agent should contain
Learn what a machine-readable evidence receipt for AI coding agents must contain, including identity bindings, execution records, taxonomy, and failure trails.
Read article →
How to verify AI-generated code changes beyond code review
Static AI code review cannot prove software works. Learn how to bind task intent, run executable checks, and capture evidence for AI code changes.
Read article →
Why reproducible evidence matters when an AI agent says a task is done
When an AI coding agent says a task is done, how do you verify it? Learn why reproducible execution evidence matters more than LLM-as-judge opinions.
Read article →