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Coordination mesh for multi-agent orchestration

Coordination mesh for multi-agent orchestration

Budget-Aware Agentic Routing — route LLM calls intelligently between cheap and powerful models with a hard budget cap.

Real-time pixel-art dashboard for multi-agent systems. Production observability meets engaging visualization.

Git-native, Merkle-rooted multi-agent shared memory with GraphRAG

SUBSTRATE cognitive memory provider for Microsoft AutoGen agents

AgenCLI: a multi-agent terminal workspace built in Python.

Self-Improving Agentic RAG Engine - Evolve multi-agent RAG pipelines using Quality-Diversity optimization

A Dual-State Agent Framework for reliable LLM code generation with guard-validated loops

Automatically optimize agent skills using Gemini and ADK

StreetRace is an agentic AI coding partner designed to help engineers leverage AI capabilities directly from the command line to create software.

AI Agent Observability SDK — Auto-instrumentation for every LLM framework

Multi-agent collaboration over IRC

Protocol definitions for zchat multi-agent collaboration

Record and replay LLM agent traces for deterministic regression testing — framework-agnostic, pytest-native

CrewAI memory integration via Atulya - persistent memory for AI agent crews

Universal LLM memory integration via LiteLLM - works with 100+ providers

OpenAI provider for the NucleusIQ AI agent framework – ChatGPT, GPT-4, embeddings, structured output, and tool integration.

Swiss Open Banking CLI via SIX bLink API and OpenWealth API — optimized for LLM agents

Production-grade LLM routing with automatic fallbacks, canary deployments, cross-provider model mappings, and auto-discovery