lazyduck: Detecting and curtailing invisible AI token over-usage

Agent loops often suffer from silent context accumulation: redundant tool definitions, repeated file dumps, and runaway self-corrections. Built lazyduck to observe token growth trajectories in real time, alerting and throttling before costs compound exponentially.