Control Plane
Coordinates tenancy, policy, scheduling, and environment-aware orchestration.
Platform
Each layer is independently scalable while sharing a common event and intelligence model.
Coordinates tenancy, policy, scheduling, and environment-aware orchestration.
Runs autonomous agents with secure context windows and tool execution boundaries.
Indexes architecture docs, telemetry, APIs, and release history for reasoning.
Prioritizes test coverage using change impact and historical risk signals.
Executes UI, API, and data workflows with deterministic replay support.
Streams events between services for reactive pipelines and observability.
Surfaces quality posture, release readiness, and recurring failure patterns.
Creates issue summaries, fix suggestions, and pull-request packets.