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Evaluating and Improving Agents

by @cass · last added 2026-04-16 · 12 items

Tips & advice on building agents with notes on, harness wisdom (MCP advice) evals etc


* Notion’s Token Town: 5 Rebuilds, 100+ Tools, MCP vs CLIs and the Software Factory Future — Simon Last & Sarah Sachs of Notion
latent.space · node›
* MCP Tool Design: Why Your AI Agent Is Failing (And How to Fix It)
dev.to · node›
* 54 Patterns for Building Better MCP Tools
arcade.dev · node›
* Writing Effective Tools for Agents: Complete MCP Development Guide
modelcontextprotocol.info · node›
* Speed, Structure, and Smarts: The Notion AI Way
notion.com · node›
* Notes from Token Town: Negotiating for the Fortune 5 Million
x.com · node›
* Understanding MCP Evals: Why Evals Matter for MCP
huggingface.co · node›
* Writing effective tools for AI agents—using AI agents
anthropic.com · node›
* Block's Playbook for Designing MCP Servers
engineering.block.xyz · node›
* Build MCP Tools Like Ogres... With Layers
engineering.block.xyz · node›
* Designing MCP tools for agents: Lessons from building Datadog's MCP server | Datadog
datadoghq.com · node›
* GitHub - toon-format/toon: 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK.
github.com · node›