@dgm.america: Google let Gemini work alone for 11 hours on a 200,000-line codebase. The first try, with no rules, broke the team's conventions and ran only 216 of 17,000 tests. The second run shipped real speedups. Here's what changed: 1. Write your team's rules into files the agent reads (it read 12 before touching a line) 2. Give it one goal it can finish: one pull request the maintainers would approve, with before/after numbers 3. Make it measure before it edits: no number, no change 4. Run every test, not just the nearby ones (all 16,892 caught its own bug 3 minutes before the end) 5. ★ Keep one benchmark it never sees: a "faster" rewrite that moved nothing there got cut The agent explores, you subtract.

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Monday 02 November 2026 09:17:03 GMT