Field notes on building AI software and agents that hold up in production.https://aiscale.dev/https://aiscale.dev/blog/instructions-fade-hooks-dont/https://aiscale.dev/blog/instructions-fade-hooks-dont/A style instruction that worked at the start of a session stopped working hours in. The fix was not better wording. It was sending the same instruction every turn.Tue, 28 Jul 2026 00:00:00 GMT