Autonomous, context-aware review for every pull request.
RabbitAI maps your repository’s dependency graphs, recalls engineering conventions via persistent memory, and handles deep architect concept rules directly within your workflow.
Blast-Radius Mapping
Constructs an internal NetworkX dependency tree to instantly gauge the systemic risk profiles of code modifications. Visualize down-stream side effects before code hits production.
Stateful Memory Engine
Retains unique architectural patterns, local abstractions, and structural conventions across successive deployment pipelines using local mem0 infrastructure.
Event-Driven Core
Intercepts PR synchronization triggers via secure webhooks to emit inline, highly focused pull-request feedback blocks exactly where your developers look.
Sovereign Data Control
Runs seamlessly on independent architectural environments without tracking telemetry leaks, credential exposure, or external platform dependencies.
Pipeline Execution
From initialization triggers to state persistence—the unified sequence behind our 9-node state machine workflow engine.
Ingestion & Mutation Tracking
Intercepts code streams, abstracts pull request patches, and pulls context telemetry metadata out via secure hooks.
Static Graph Analysis
Evaluates changed source leaves against direct dependencies to compute blast vectors before processing logic.
Localized Vector Space Mapping
Partitions raw diff sections into vectorized nodes using embedded tensor transformations, feeding directly into an isolated vector core.
Review Dispatch & Commits
Blends historical repository habits with ongoing semantic context, generating production-grade annotations instantly.
Zero Cost Infrastructure Stack
A highly cohesive engine powered by entirely open source configurations, resulting in baseline running metrics of exactly $0 per month.