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Deterministic runtime conformance for the OpenAI Agents SDK

Evidence-first assessment for agent outputs and applications, with cited scoring and coverage-aware feedback.

Cortadel memory for CrewAI — self-hosted long-term temporal graph memory as a drop-in crewai.Memory, plus native tools.

MemBukkit: explainable long-term memory for LLMs — bucketed, provenance-tracked, scan-budgeted retrieval for agents and RAG.

AI model: NotoriousH2/Qwen3-4B-Calendar-Agent-RLVR

AI model: NotoriousH2/Qwen3-4B-Calendar-Agent-SFT

AI model: havok2/Qwen-AgentWorld-35B-A3B-VL36

AI model: auttasak88/AgentWorld-35B-A3B-Heretic

AI model: AtomicChat/qwen-agentworld-35b-GGUF

AI model: mradermacher/LFM2.5-1.2B-Thinking-Fable5-hermes-opus-Agent-i1-GGUF

AI model: KickItLikeShika/qwen2.5-7b-tooluse-isdft-corrected-grad-400

A tool-agnostic policy layer that intercepts and blocks destructive commands proposed by autonomous AI coding agents, with full audit logging.

Build your own security agents. Open-source framework for agents with live, read-only access to your infrastructure, with no path to widen it. Reasons across AWS, GCP, Azure, Kubernetes, GitHub and GitLab as one system.

A framework for AI-driven economic activity. Declarative, composable, observable, deterministic.

A context-aware terminal coding agent written in Go. Supports multiple-providers, MCPs, Subagents, Agent Skills, controllable tool output retention, and more.

Jetson Nano edge AI vision Agent Harness: real-time video analytics, MCP tools, event evidence, DeepSeek online/offline, secure recovery

一个基于 Java 的 垂类Agent 应用开发Harness，包含知识图谱，知识库，联网插件，生图等工具包，让你可以构建自己的产品代理。

DeepSeek Harness 多智能体编排模式 — 灵感来自 oh-my-opencode-slim

LLM-assisted code auditing. 54 phases, custom overlays, accountability.

Prism Network GPU tools for AG2 and AutoGen agents