#mcp
2 articles
01
·Agents·★ MEMBER·PAPER·13 min read
Paper Explained: StarHarness — Evolving the Scaffold Instead of the Weights
Freeze the model weights and search over the harness instead — prompts, tool schemas, skills, MCP providers, subagents, agent loop. Across three enterprise benchmarks this bought 20–35 points, held on tasks never used for evolution, and transferred to other models unchanged.
02
·Agents·FREE·11 min read
MCP and Tool Protocols — The Standard That Connects an Agent's Hands
When an LLM touches your calendar or your database, what is actually wired to what? From what a tool call really is, to the N×M problem MCP solves, to designing tool definitions, to the security boundary you cannot design around — starting from zero.