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Property testing framework for agentic AI

A Python-first Agentic AI Framework — provider-agnostic, async-first, middleware-driven

Simple tool to analyze your local Claude Code and Codex sessions

An air-traffic-control protocol for coordinating irreversible actions across multi-agent LLM systems, with a LangGraph adapter.

Scores AI-generated UI for genericness ("slop") using an Anthropic LLM-judge rubric, with a --json mode for CI and agent quality gates.

Compare AI coding tool spend before and after a migration -- Cursor, Claude Code, GitHub Copilot, OpenCode, and Codex CLI, real numbers pulled from each vendor's own API or local logs, one command, zero runtime dependencies.

Regression-testing CI gate for self-edited Claude Agent Skills (SKILL.md, MEMORY.md): golden-transcript record/replay against a skill's own declared and inferred capability surface, zero hosted infrastructure.

AI agent observability with deterministic record/replay — capture any LangGraph or OpenAI Agents SDK run, replay it offline at zero API cost.

Official Python SDK for SERPdive, the AI Search API: answer-ready web content for LLMs and agents

Python SDK for DAF (Declarative Agentic Framework)

A local-first API gateway for open-source LLMs: auth, RAG memory extension, DB connectors, token accounting, and a built-in coding agent.

Enterprise audit agent workspace with Agentic RAG, governed tool use, evaluation harness, memory, and human-review delivery workflows.

Framework-agnostic Java observability sidecar agent: chat with a live JVM via MCP/web UI (metrics, slow calls, errors, logs, thread dumps, method traces). Self-hosted, attachable (Arthas-style). Apache-2.0.

给AI当老板：Agent作战团队 — 21章智能体团队实战手册 | Being the Boss of AI: Agent Combat Team — 21-Chapter Practical Handbook

Open-source AI coding agent framework with a verification-first runtime, CLI, TUI cockpit, SDK, permission gates, event logs, and deterministic eval harness.

Interactive code+docs dependency graph with doc-sync tooling and an AI-agent-friendly JSON export

Security scanner for third-party AI agent-skill files: SKILL.md manifests, hooks, and bundled scripts.

> Inizializza lo scaffolding agentico di Next Wave Web per la gestione automatizzata di agenti AI, workflow strutturati e allineamento del contesto di sviluppo.

Sovereign AI Agent Desktop Daemon

Audit imported Agent Skills (SKILL.md) against the reality of the project they are installed in.