Continuous Development Loop

The Continuous Development Loop (CDL) is the agentic evolution of CI/CD that automates the entire lifecycle from specification to production. Where traditional CI/CD pipelines automate the build-test-deploy sequence, the CDL extends automation upstream into specification processing and downstream into knowledge feedback.

The CDL adds several stages to the traditional pipeline:

1. Spec Injection — Live Specs enter the pipeline as structured inputs, triggering automated context assembly from the Context Index.
2. Agent Execution — agents implement the spec using the assembled Context Packet, producing code, tests, and documentation.
3. Eval Harness Gate — the Evaluation Harness serves as the primary quality gate, running deterministic and probabilistic validation before any output reaches a human reviewer.
4. Knowledge Feedback — outcomes from each cycle (resolved blockers, new patterns, updated constraints) flow back into the Context Index, enriching the organizational knowledge base for future tasks.

This feedback loop is what makes the CDL continuous in a deeper sense than traditional CI/CD. Each execution cycle does not just ship code; it improves the context that drives the next cycle, creating compounding returns on specification and context investment.