AI-extracted understanding is a hypothesis, not documentationFebruary 12, 2026·1 minWhen AI analyses existing code, the output looks like documentation. It is not. Validation means checking whether an interpretation matches observed reality.
Legacy is context maturity, not code ageFebruary 10, 2026·1 minA twenty-year COBOL estate has the same problem as a three-year microservices platform whose team rotated out. The variable is context maturity.