Manual infrastructure provisioning causes configuration drift, inconsistent environments, slow delivery, and compliance failures. Console-based changes are unauditable, unreproducible, and create snowflake environments that resist scaling and disaster recovery.
Declarative configuration files define desired infrastructure state. A reconciliation engine compares desired state against actual state and applies minimal changes to converge. State is stored centrally, enabling drift detection. Plan-and-apply workflows surface changes before execution. Policy-as-code guardrails validate configurations pre-deployment. Version control enables rollback, audit trails, and peer review of all infrastructure changes.
Declarative provisioning engines, state backends, policy-as-code validators, module registries, drift detection scanners, cloud provider SDKs, configuration testing frameworks
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