Software reliability often fails when risks introduced in development only surface as catastrophic production outages. This Ignite talk introduces a continuous feedback loop that bridges the gap between static code and dynamic runtime. Practitioners will learn how to move beyond traditional “shift left” concepts to a unified model where infrastructure is standardized, policies are enforced as code, and production insights directly fuel the next deployment.