Autonomous AI agents that perform tasks independently
Ian Hamilton
Autoassociative cognitive memory for LLMs and agents — automatic recall with spreading activation, decay, priming, and metamemory
...moreAgentLattice governance wrapper for LangChain tools — gate() before every tool execution.
Sherif Kozman
Multi-LLM Council Framework for adversarial debate, cross-validation, and structured decision-making
Cycles budget governance for OpenAI Agents SDK
Step-level semantic fault isolation for multi-step LLM pipelines. CASCADE analysis. Framework-agnostic.
Feng Lab
CLI to operate Atlas via gRPC, with LLM-powered planning, tooling, and verification.
Multi-agent system for HED annotation generation and validation
Unified AI reliability platform. One install, 12 diagnostic engines. Continuous monitoring, fault diagnosis, and compliance for LLM pipelines.
...moreVStorm
File storage and sandbox backends for AI agents
GitHub Actions
A CLI tool to inspect, diagnose, and manage local ports and processes with predictable output for humans and AI agents.
OpenAI Codex
Local Codex-to-Claude bridge CLI
Agent Observatory Contributors
The OpenTelemetry for AI agents — structured traces, semantic diffs, and failure pattern mining
A library for multi-agent systems evaluation and benchmarking.
Lint, score, and optimize AI agent configuration files (CLAUDE.md, AGENTS.md, Cursor rules)
Budget-Aware Agentic Routing — route LLM calls intelligently between cheap and powerful models with a hard budget cap.
PixelPulse Contributors
Real-time pixel-art dashboard for multi-agent systems. Production observability meets engaging visualization.
Rob Kennedy
Git-native, Merkle-rooted multi-agent shared memory with GraphRAG
SUBSTRATE cognitive memory provider for Microsoft AutoGen agents
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
ezagent42
Multi-agent collaboration over IRC
ezagent42
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