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Ox Alpha is a reasoning model designed for coding, sustained agentic work, and production workloads. It is suited for long-horizon software engineering, complex reasoning, and workflows that combine text with...

4ge Service Architecture Bridge & CLI

Hierarchical task planning with an independent LLM critic. A planner decomposes a goal into a typed plan; a critic audits every subtask; the plan is revised until approval — or escalated to a human.

UserVane agent-native capture for the OpenAI Agents SDK (JS/TS)

Catalog-backed API key loader for coding agents

OpenInference instrumentation for OpenAI Agents SDK

Local-first webpage data exporter toolkit for agent-assisted workflows.

An Effect-native agent execution kernel: sessions, runs, turns, steering, follow-ups and typed lifecycle events on top of Effect AI.

Test agent skills against real coding agents: run a prompt, assert on what happened, grade the rest with an LLM.

Deterministic governance plugin for Strands Agents — tool allowlists, PII/secret detection, prompt injection defense, cost budgets, and kill switches. No LLM in the governance path, no external server required.

Self-sustaining multi-agent ontology builder with REM-style refinement.

SheetGrid — framework-agnostic controller and LLM tool descriptors for agentic apps

fleetstreet CLI - platform management for coding agents and operators

Sandbox & Tools SDK for Pages Agent Runtime

Agent-plane presentation selector: composes one agent's tools as Code Mode, native, or both

Autonomous zero-config AutoML with web scraping, dynamic feature synthesis, and verification export.

从零手写的企业级 AI 应用开发框架（AI 版 Spring Boot 的实现范本），学习型轻量，核心仅依赖 pydantic

Python framework for AI orchestration, RAG, NLP integration, agent routing, and explainable AI.

Turn-key AutoGen (AG2 / autogen-agentchat) and Microsoft Semantic Kernel middleware for the Aegis Invariant Kernel: deterministic tool-call safety clearance

Turn-key CrewAI middleware for the Aegis Invariant Kernel: deterministic, sub-2ms tool-call safety clearance for crews, agents, and tools