A CONNECTED RESEARCH AREA
Treat an AI-assisted change as an engineering task: requirements, repository context, tests, review, integration and maintenance.
Source-based reading in this area.
A compact review protocol for AI-assisted repository work, covering requirements, tests, configuration, dependency changes and rollback.
An original prompt for stating invariants, allowed files and review evidence before an assistant reorganizes an existing codebase.
Use a first-person app-building account to create a handoff ledger for configuration, identities and service boundaries.
Read a performance anecdote through cache mechanism, update behavior and rollback evidence before repeating a speed claim.