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Observability SDK for AI agents — auto-traces LangChain, CrewAI, OpenAI Agents, and any custom agent.

An open-source Python framework leveraging efficient trie structures

Record & replay the claude-agent-sdk wire for deterministic, offline tests.

Python SDK for the Agent Event Protocol (AEP) — structured observability for multi-agent AI systems

CI security regression testing for RAG apps and AI agents

Open, vendor-neutral policy-enforcement and tamper-evident audit layer for autonomous AI-agent tool-calls: a deterministic default-deny gate, a two-person rule for irreversible actions, and third-party-verifiable cryptographic receipts.

ai-agent-common

Unified LLM framework — 8 providers, reasoning models (thinking_budget), VLM-OCR, GraphRAG, ORPO fine-tuning, 80% test coverage

A Python client library for interacting with BGPT AI processing server

Memory-grounded PLAN-layer CLI over Claude Code + Kagura Memory

A diagnostic profiler for LLM agent context windows — flamegraph for your prompt.

AI Infra-level Multi-Agent Orchestration Framework with Self-Evolution Capabilities.

AI agent memory, handoffs, and local guardrails for Codex, Claude Code, OpenCode, Hermes, and OpenClaw.

A police department for your Claude Code agents — a logging hook + CLI that audits what the main agent and its subagents actually did.

AI model: JeloH/aisales-agent-7b-gguf

A multi-agent workflow for processing audio, image, and video data.

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

Open-source multi-provider AI coding agent: terminal TUI, Electron desktop cockpit (Cowork), and a 24/7 autonomous multi-AI fleet that runs free-first on local Ollama. 15 LLM providers, ~110 tools, voice + vision companion, MCP.

A hands-on tutorial for building a Claude Code-style coding agent with tools, memory, hooks, subagents, and plugins.

🤖 Autonomous agent framework for Elixir. Built for distributed, autonomous behavior and dynamic workflows.