The Self-Healing, Symbolic Autonomous Source Code Architect. 99%[Python]-Iteration 15+ is where the cool stuff happens...

An autonomous local-first AI Agent that generates, runs, and self-heals Python unit tests in real-time. Supports Ollama, Groq, and many frameworks such as pytest.

Master Edition: A resilient, self-healing Multi-Agent AI Operating System. Features autonomous task orchestration (Navigator, Curator, Evaluator), Glass-Box observability, and a custom Circuit-Breaker auto-failover pattern (Gemini 3.0 → Llama 3/Qwen) for guaranteed 100% uptime.

A context-aware AI agent that orchestrates analytics workflows. It detects intent (Strategy vs. SQL), assesses confidence to ask clarifying questions, and uses self-healing loops to enforce strict output schemas.

Simiosis Code Optimizer v2.0: The Ontological Invariance engine designed to neutralize Synthetic Entropy. High-precision fractal code generation under the Origin Node protocol.

Zero-friction development with nova. A path-aware AI that automatically resolves tracebacks, missing dependencies, and environment conflicts.

A self-evolving, event-driven AI software engineering agency. It utilizes a "Recon-Assemble-Build" architecture to research project requirements via web search, dynamically hire specialized agents, and instantiate tasks at runtime. Features a hierarchical manager-worker loop, sandboxed code execution, and automated self-healing.

An autonomous AI software engineering crew that diagnoses, researches, and repairs broken Python code using a "Research-Fix-Verify" loop with sandboxed Docker execution and real-time mobile notifications.

🔗 Streamline red team operations with Neo, a modular post-exploitation framework for efficient collaborative agent management and flexible module integration.

🤖 Streamline software development with DevSwarm, an autonomous AI that dynamically assembles teams and tasks to create complex systems efficiently.