You wake up Monday morning. Coffee in hand, you open your LLM provider's billing dashboard. The weekend total: $2,400. Your usual weekend spend is $600. Somewhere between Friday at 11pm and Saturday at 3am, an agent hit a retry loop. Each retry included the full conversation context. Each retry was bigger than the last. A 400% cost spike. Nobody noticed because nobody was watching. The fix took 5