Zero-dependency OTLP span contract for agent traces: span shape, gen_ai attribute vocabulary, pure builders, and a conformance validator that reports what a trace can and cannot answer

Core logic for KB Labs Agents. Session management, orchestration, quality gates, multi-agent coordination.

ps adk adapter

NERVous System — durable multi-agent orchestration, coding-agent coordination, and workflow recovery for pi.

General-purpose agent with transport abstraction, state management, and attachment support

Opt-in OpenTelemetry (OTLP) trace + metrics publisher for the Agent Architecture Board. Streams LLM generations and container tool spans to any OTLP/HTTP backend — the workerd-safe fetch exporter on the Cloudflare Worker facade, the official @opentelemetr

Shared agent activity state, orchestration rules, merge rules, and selectors for Tutti agent UIs.

AI building blocks and assistant integration for Praxis UI applications.

Desktop cockpit for orchestrating a team of Claude Code agents (Windows + macOS). Install globally: npm i -g agent-takkub

First-message LLM provider plugin for DeepSeek Harness session titles

AI red-teaming for the AI agents & LLM apps you own: stress-test them with adversarial models to find security failures (prompt injection, tool misuse / excessive agency, data leakage, jailbreaks, denial-of-wallet), auto-patch (blue team), retest, and get

Azure AI Agents client library.

- 🤖 **Auto mode** — *autonomous*: agent oversee full lifecycle of structured jobs until completion. - 🧑‍💻 **Assist mode** — *interactive*: you make decisions, agent orchestration do the work, manage job lifecycle and suggest next steps. - 🎓 **Teach mo

Agents Run API for Inkeep Agent Framework - handles chat, agent execution, and streaming

Maps proxy protocols to `http.Agent` implementations

[](https://www.npmjs.com/package/@aws-sdk/middleware-user-agent) [](https://www.npmjs.c

Lightweight AI agent framework — session orchestration, tool system, MCP client/server, skill loader

A comprehensive set of agentic tools for LM Studio: file operations, web fetching/search, memory, SSH, and an autonomous vibe_bridge keep-alive loop.

Build agent applications with typed chat, tools, sandboxes, integrations, billing, and evaluation.

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.