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Black-box flight recorder for AI agents — record, replay, and diff LLM sessions

Agent-ready Minecraft bot CLI powered by mineflayer.

Fased Agent self-hosted AI gateway with channels, tools, plugins, and operator modules

A terminal-based AI coding agent

Turn the OpenAI Agents SDK human-in-the-loop tool-approval step into a verifiable, offline-checkable EMILIA authorization receipt. OpenAI pauses an agent and asks for approval; EMILIA makes that approval portable, tamper-evident evidence — a named human a

Aix-Route — a production routing layer that decides when an agent should reason with an LLM vs. delegate to a tool, based on the Deterministic Horizon.

LLM Observability and Evaluation SDK

A lightweight terminology memory layer for AI agents.

Forge — AI Agent Harness SDK for Python. Wrap any AI agent with 12-dimension observation, 16 detectors, 14 autonomous intervention strategies.

Carry an AlgoVoi keystone decision into a LangChain run trace: a recomputable execution_ref under algovoi.keystone.*, verifiable offline

Free, open-source observability for AI agents. Trace LLM calls, catch silent failures, score output quality.

Serve Claude Code and other ACP coding agents over the A2A protocol.

A modern AI coding agent with RAG, ACP, and smart context management

A deterministic code synthesis operator — composes working programs from natural-language intent without any LLM in the loop. 8-color algebraic type system over a 7-pass causal knowledge graph, with a 7-layer verification pipeline and an autonomous 9-phase engagement operator.

AI model: FreedomAISVR/Qwen-AgentWorld-35B-A3B-MXFP4-MOE-GGUF

AI model: nightmedia/Qwen3.6-35B-A3B-Holo3-Qwopus-AgentWorld-qx64-hi-mlx

AI model: jedisct1/Qwen-AgentWorld-35B-A3B-oQ6-MLX

AI model: mradermacher/Fabliq-1.2B-Agent-GGUF

AI model: Aminlight/Qwen-AgentWorld-35B-A3B-4bit-MLX

AI model: srv-sngh/gemma-4-12B-agentic-fable5-composer2.5-v2-nvfp4