Phase 9 · AI-enabled engineering

Week 22: AI I

Friday deliverable: Working tool-calling assistant

  1. Day 1How LLMs behave: tokens, context, probabilistic output; call an LLM API from GoOutline only
  2. Day 2Structured output and validationOutline only
  3. Day 3The tool-calling loop in GoOutline only
  4. Day 4MCP server in Go exposing scoped chama toolsOutline only
  5. Day 5Prompt injection and tool permission scopingOutline only