AI-assisted engineeringAdvanced
Judgment and tool fit
Easynot started
Mediumnot started
Hardnot started
AI risk & limitsWhere you must put a human in the loop.3 minChoosing the right AI approachDon't use a fully autonomous agent to write a one-line regex.3 minAI on a teamYou are strictly accountable for the code the AI writes.3 minWhat data can go into which AI toolBefore you paste, ask two things: how sensitive is this, and what has the tool promised about keeping it?4 minCatching AI's confident mistakesA fluent answer can be completely wrong, so check the claims, not the tone.3 minStanding behind AI-assisted workDisclosure is not a confession and not a shield, it is a map that tells your reader where to look, and it never moves the answer to who is responsible off a human name.9 min