Closing the Verification Loop: Observability-Driven Harnesses datadoghq.com
Datadog’s argument for the agent era: stop treating review as the source of correctness. Reviews become bloom filters, a fast gate rather than the real check, backed instead by shadow-state oracles and simulation testing. An agent-built Redis clone cut memory use 87% this way.