evalstate archive department
Presentation Archive
A maintained shelf of selected talks, demos, and conference decks. Hosted by Hugging Face Spaces.
2026
2026
Optimizing Skills and Tools, with Vision and GEPA
Included live view of Trackio dashboards.
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.