KOEN

Specification · Validation · Approval · Runtime

Specification first
Code follows

AI-SPARK defines the intended server behavior and policies before implementation. Only revisions that pass deterministic validation and human approval proceed to implementation and testing, then govern runtime behavior.

One Revision · End to End

One standard
from design to runtime

Specification, approval, implementation, and testing are all tied to the same revision.

  1. 01Spec
  2. 02Validate
  3. 03Human Approval
  4. 04Implementation · E2E
  5. 05Runtime

ReverseMap traces test failures back to the relevant specification.

Core Technologies

From specification
to implementation and recovery

Specification

Spec Bundle

Packages server interfaces, state models, bindings, and authorization policies into a single execution contract.

Governance

Validation · Approval

Runs deterministic checks, then submits that exact revision for human approval.

Runtime

FSM Runtime

Enforces approved states and transitions at runtime.

Recovery

ReverseMap

Traces a failed E2E step back to the relevant specification element, request, log entry, and source file.