Openflows

This circuit documents the pattern where agent state is managed as persistent, versioned, hierarchical file structures rather than ephemeral vector stores or chat logs.

EdgeClaw is an OpenBMB open-source agent framework designed for edge-cloud collaborative AI workflows with cost-aware routing and privacy-preserving coordination.

LlamaFarm is an open-source platform enabling local deployment of AI models, RAG pipelines, and agent workflows with hardware-accelerated inference across desktop and edge environments.

OpenSandbox is an Apache 2.0 licensed, Kubernetes-native runtime environment designed to isolate and secure AI agent code execution with extensible tooling interfaces.

Superset is an Electron-based desktop orchestration tool that runs multiple CLI coding agents in parallel using isolated git workspaces.

This circuit identifies the convergence of agent memory systems into a first-class, queryable infrastructure layer distinct from ephemeral context.

A minimal, self-evolving autonomous agent framework that crystallizes execution paths into reusable skills, granting system-level control through a lightweight Python runtime.

LightRAG is an open-source retrieval-augmented generation framework optimized for speed and simplicity, utilizing knowledge graph structures to enhance context retrieval efficiency.

Aider is a command-line interface tool that enables AI-assisted code editing, refactoring, and explanation directly within the terminal environment using repository context.

gptme is a Python-based command-line interface tool that facilitates persistent autonomous agent sessions with local tool integration and multi-provider LLM support.

holaOS is an Electron-based desktop environment designed to provide persistent runtime, memory, and state management for autonomous agents operating over long-horizon workflows.

An Android application enabling offline local inference of quantized LLMs via ONNX Runtime and LiteRT backends for mobile hardware.