Autonomous systems that
build, heal, and evolve.
Autonomic AI Dev is a self-governing ecosystem of specialized AI agents working together to orchestrate massive scale software engineering.
The Neural Architecture
Modeled after biological systems, each agent operates independently yet forms a cohesive, autonomic organism capable of self-healing and complex reasoning.
Agent Body
The root supervisor. Daemonizes and monitors all other organs.
Agent Brain
The core intelligence. Handles memory, context, and MCP routing.
Agent Spine
Deterministic execution engine. Manages structured DAG workflows.
Agent Heart
Maintenance daemon. Enforces token budgets and runs scheduled GC.
Agent Nerves
Async event bus. Coordinates organs via NATS JetStream.
Agent Muscle
Execution actuator. Runs commands via JSON contracts and fine-tunes models.
Agent Immune
Security layer. Scans dependencies and runs sandboxed execution.
Agent Eyes
Visual observability. Provides DOM indexing and local VLM inference.
Agent Mouth
Communication daemon. Handles webhooks and log summarization.
Mission Control
Real-time CI/CD dashboard. Monitor heartbeats, deployments, and raw logs across the entire ecosystem.
Built for Autonomy
Our agents aren't just scripts. They are continuously running, self-aware services designed for resilience.
Self-Healing Infrastructure
Agents monitor each other through heartbeat signals. If an agent goes down, the ecosystem automatically detects the failure and attempts recovery.
Real-Time Telemetry
Stream logs, pipeline states, and system vitals directly to the PWA-enabled Mission Control dashboard via secure WebSockets.
Massive Concurrency
Agent Muscle is capable of running dozens of parallel builds, tests, and deployments without bottlenecking the reasoning agents.
Secure by Default
Strict isolation. Agent Immune analyzes all external inputs and PRs for vulnerabilities before they reach the main nervous system.
How It Works
A continuous loop of perception, cognition, and execution.
1. Perception
Agent Eyes intercepts GitHub Webhooks and visual state.
2. Cognition
Agent Brain forms an execution plan based on the new data.
3. Routing
Agent Nerves routes the tasks rapidly to the correct worker nodes.
4. Execution
Agent Muscle performs the heavy lifting and build tasks.
Ready to launch?
The Autonomic Ecosystem is open source. Fork the agents, set up your Mission Control, and let the AI build your software.
Deploy Mission Control