Andyria is a self-improving, locally-operated AI agent platform. No cloud dependency. No per-token bill. Just autonomous intelligence running where you need it — on your hardware, in your mesh.
Every component of Andyria is designed to operate offline-first, improve from its own outputs, and extend itself without human intervention.
ReasoningEngine decomposes complex prompts into sub-questions, analyzes each independently, then synthesizes a coherent answer — all locally.
High-confidence responses are automatically distilled into MEMORY.md. Future prompts inject this learned context, creating a compounding intelligence effect.
Iterative generate → critique → revise loop with configurable depth. Escalates to full chain-of-thought reasoning when confidence falls below threshold.
Peer-to-peer gossip protocol syncs DAG state across nodes. No central server. Runs on Raspberry Pi, cloud VMs, or your laptop simultaneously.
Every event is signed with Ed25519, hashed with BLAKE3, and appended to an immutable causal DAG. Full audit trail, zero trust required.
Routes tasks to local GGUF models → Ollama → stub fallback. Zero cost path always attempted first. Bring your own weights.
Physical entropy beacons anchor every request to real-world time and hardware state, making replay attacks cryptographically infeasible.
Spawn, delegate, and chain specialized agents across a DAG execution graph. Each agent carries a persona, skill profile, and private memory.
First-class Raspberry Pi support. Runs on 2GB RAM. Docker Compose deployment in under 60 seconds. Designed for Termux and ARM.
A layered stack where every component has one job and emits signed events to a shared DAG. No hidden state. No black boxes.
Entropy → Plan → Route → Verify → Reflect → Learn
Causal graph of every signed event, Rust-native
Gossip-based sync, no coordinator node
One command. No API keys, no cloud account, no credit card.
The Andyria Foundation is committed to open-source development, radical transparency, and a governance model that puts community benefit above commercial interest. All core technology is and will remain freely available under the Apache 2.0 license.
Built in the open. Every milestone is a GitHub release.
Cryptographic event DAG, Ed25519 identity, gossip mesh, ModelRouter, ATM think/reflect loop.
Multi-agent registry, persona archetypes, skill profiles, session memory, TodoStore, CronScheduler, delegation chains.
ReasoningEngine (CoT decompose→analyze→synthesize), AutoLearner (pattern distillation into MEMORY.md), dynamic Surprise Me, new event types.
TikTok Live monetization agent, JETS token rewards, OpenClaw protocol, revenue skill chain.
Multi-node swarm coordination, Rust runtime for ARM, WASM agent sandboxing, federated learning across mesh.
Community governance, grant program, SDK for third-party agent authors, foundation membership model.
Andyria is built in the open. Whether you contribute code, documentation, agents, or ideas — you're part of the foundation.