· Paul Lukic
The Warning Your Agent Never Saw: Instruction Budgets, Invisible Hooks, and a Sync That Ate Its Own Output
One day of running Coograph on real projects: 120,000 tokens of instructions before a single line of code, guardrail warnings the model was never shown, and a sync that overwrote the fixes its own retro had proposed. What we found, how we proved it, and what ships in 1.8.5.