Agents

Power-Aware Kubernetes with MCP and Kepler

Fred can now observe power and energy usage in Kubernetes via MCP and Kepler. This post walks through the setup and shows example visualizations and insights.

June 2, 2025 in kubernetes, observability by Simon Cariou3 minutes

Expanding Fred with MCP: A Playground for Next-Gen Agentic Architectures

Fred is now capable of serving and consuming components over the Model Context Protocol (MCP). Discover how this unlocks new architectures and makes Fred a live testbed for building interoperable AI agents.

May 19, 2025 in architecture, mcp, open-source by Simon Cariou, Alban Capitant and Dimitri Tombroff6 minutes

Introducing the New Fred Architecture: Modular, Agentic, and Knowledge-Aware

Fred is now composed of three modular components: a React UI, an agentic backend using LangGraph, and a knowledge-centric backend for document processing. Learn how it all fits together.

May 7, 2025 in architecture, announcement by Kevin Denis, Dorian Finel-Bacha, Julien Ornat, Fabien Le-Solliec and Dimitri Tombroff4 minutes