PrismShadow

Panofy is the world's first agent training platform. Agent Training — Train a reusable agent with one sentence. No more rewriting context every session — fewer tokens, better results. Long-Term Memory — Agents automatically learn from experience and reflect on mistakes. The more you use them, the smarter they get. Agent Swarm — Manage a full AI team from one place. Each agent keeps its own knowledge base, ready for its specialized role.

Context9 is an MCP (Model Context Protocol) server. With local deployment, Context9 securely feeds agents with the most up-to-date documentation, reducing LLM hallucinations. 🎯 Up-to-date knowledge: Real-time knowledge synchronization and reduce AI agent hallucinations. 🔐 Local-first: Fully open sourced and deploy on your own server, safely access your private knowledge. ⚙️ Easy-to-use Web UI: Easily manage your repositories and API-key permissions through the Context9 Panel.

AgentHub changes that: 1. Async, stateful, streaming interface for multi-turn agentic execution—switch models with zero code changes. 2. Model capabilities (e.g. interleaved thinking, caching) are validated and aligned—no performance loss when switching models. It also ships with a lightweight, fine-grained tracing board for auditing LLM executions—just add a single parameter and every run is permanently traced.