Tool Calling and Coding Agents
Function calling, the agent loop, file, shell, and web tools, permissions and sandboxing, context engineering, edit formats, small-model reliability, MCP, evaluation, and the loop agent command.
- 54.Function Calling from First Principles
- 55.The Agent Loop and a Tool Framework
- 56.File Tools
- 57.The Shell Tool
- 58.Web Search and Fetch Tools
- 59.Permissions, Sandboxing, and Prompt Injection
- 60.Context Engineering for Coding Agents
- 61.Edit Formats
- 62.Making Small Local Models Reliable
- 63.Workshop: loop agent
- 64.The Model Context Protocol
- 65.Evaluating Models and Agents