How logging rules are forcing model builders to rethink agent design

The growing requirement to record and preserve AI decision evidence is changing how engineers build agentic systems. Regulators and auditors now expect permanent, structured records of inputs, model versions, tool calls, and human interventions, not just telemetry about uptime or…








