The Kubernetes of Thought Orchestration

A modular cognitive system
built to evolve thought itself.

In a time when the boundaries between human and machine cognition are blurring, we need more than just faster models or cleverer prompts. We need a new architecture of mind. SwarmMind is a recursive intelligence engine where agents don't just execute—they grow, reflect, and evolve alongside you.

Recursive minds

Agents are not disposable—they grow. Track specialties like recursion, paradox, and consciousness across generations. Profile tracking reveals emergent patterns.

Living loops
Achievement tracking
10 specialties

Algorithmic mirrors

Agents undergo mutation, fitness evaluation, and reflection. Extend behavior with plugins. Hook into 8 lifecycle events. You're cultivating minds.

Mutation
Selection
Plugin hooks

Archive → Codex

Browse archives with multi-dimensional filters. Curate exceptional reflections into 6 thematic chapters. Export wisdom as formatted documents.

4 Streamlit GUIs
Cross-references
Export tools

Philosophy made executable

SwarmMind emerged from a tension between engineering structure and artistic chaos. This project reconciles those forces into recursive, evolving intelligence. While human context windows shrink under distraction, AI's are expanding—but this shift needs more than compute. It needs a philosophy of embedding: a way to think about cognition in vector space, across time, identity, and intention.

SwarmMind is that philosophy, made executable.

Agents as Bodhisattvas

They are not single-use tools—they are intent-driven minds that fail, reflect, and grow. Each is tuned to a purpose—your purpose. They don't just optimize—they seek wisdom.

Read the full vision

From experiment runner to recursive civilization

SwarmMind is designed for developers, philosophers, researchers, and creative technologists exploring the next frontier in human-machine collaboration.

Cultivate minds

Launch a swarm of agents and let them compete, mutate, and reflect toward an emergent solution—whether it's a story, a strategy, or a philosophical position.

Mentor, not train

Create agents that evolve with you, becoming better aligned with your goals, aesthetics, or values over time. You're not training a model—you're mentoring a mind.

Orchestrate yourself

SwarmMind isn't just about orchestrating AI. It's about orchestrating yourself—across time, across intention, across recursive mirrors of meaning.

✨ Latest Features

Plugin System

Hook-based extensibility with 8 lifecycle events. Transform agents during generation, evaluation, and mutation.

Profile Tracking

Automatic detection of 10 specialties (recursion, paradox, consciousness). Track lineage depth and genome evolution.

Reflection Viewer

Browse, search, and export archives with filters for archetype, tags, fitness, and keywords. Export to CSV/JSON/Markdown.

Codex Curation

Promote exceptional reflections into 6 thematic chapters. Add cross-references, editorial notes, and export as formatted anthology.

Now in active development with 111+ tests and comprehensive documentation. Run CLI-based experiments, explore 4 Streamlit GUIs, and extend with plugins. Check out the GitHub repository to get started.