{"ok":true,"trend":{"id":470847,"platform":"mastodon","region":"global","key":"a practical look at review capacity, hidden edge cases, and habits that help teams maintain... # ai # programming # prod","title":"A practical look at review capacity, hidden edge cases, and habits that help teams maintain... # ai # programming # prod","url":"https://www.urbanmind.net/display/f7dd981d-febacad9-d53ae64ffd840e8b","first_seen":"2026-09-30T10:11:50.208972Z","last_seen":"2026-09-30T11:33:49.374890Z","last_rank":7,"peak_rank":7,"last_volume":5,"peak_volume":5,"seen_count":2,"score":0.9696875,"category_hint":"software","section":"technology","category":"software","summary":"A new article argues that over-reliance on AI assistance can quietly lower software quality, as teams stretch their review capacity and miss hidden edge cases in generated code. It offers practical habits for developers to counter this, from deliberate code review practices to stronger team routines around testing and quality control.","why":"Developers are actively debating whether AI coding assistants help or harm long-term software quality.","tone":"neutral","entities":["AI coding assistants","software developers","Hackaday"],"summarized_at":"2026-09-30T10:11:55.041844Z","meta":{"tag":"programming","via":"scan","kind":"status","lang":"en","instance":"mastodon.social","tag_uses":166},"nw":null,"promo":null,"kind":null,"importance":null,"hidden":false,"hide_reason":null,"judged_at":null,"title_en":"How AI coding tools may erode code quality","section_name":"Technology","category_name":"Software","timeline":[{"captured_at":"2026-09-30T10:11:50.208972Z","rank":7,"volume":5},{"captured_at":"2026-09-30T11:33:49.374890Z","rank":7,"volume":5}],"posts":[{"platform":"mastodon","url":"https://www.urbanmind.net/display/f7dd981d-febacad9-d53ae64ffd840e8b","author":"hackaday@www.urbanmind.net","title":null,"snippet":"A practical look at review capacity, hidden edge cases, and habits that help teams maintain... # ai # programming # productivity # codequality # software # coding # development # engineering # inclusive # community How AI Can Lead to a Decline in Code Quality—and How to Fix It","posted_at":"2026-09-30T09:25:10Z","likes":5}],"elsewhere":[],"window":"7d"}}