Optimizing Skills and Tools, with Vision and GEPA
Included live view of Trackio dashboards.
evalstate archive department
Presentation Archive
A maintained shelf of selected talks, demos, and conference decks. Hosted by Hugging Face Spaces.
2026
2026
Connecting Context: The Future of MCP Transports
Included live demonstration of fast-agent and mcp-webcam sampling
Upskilling Local Models and Agents
Upskilling Models, Agents and the ML Pipeline
MCP at 18 Months: Protocols, Patterns, and the Things We Did Not See Coming
Included live demo of fast-agent / Monty Code Generation
Hugging Face: Connecting ML with Agents and Skills
Included live demo of Hugging Face MCP Server, HF Tool Builder Skill and fast-agent used with Toad via ACP.
Preparing MCP for the Future
2025
2025
Streams, Sessions, Stats: Transport and Client Behaviour
Live demos covered the Hugging Face MCP Server, fast-agent transport tracking, and stateless MCP transport patterns.
Securing the Model Context Protocol
Presentation included demonstration of Token Prediction and Selection, and Sampling with fast-agent and webcam.fast-agent.ai.