6 docs tagged with "CLI"

How to engineer agent-grade tools — CLIs, MCP servers, and the contracts that let an agent operate a capability without guessing.

How to build or retrofit a CLI so an AI agent can operate it without guessing — contracts, introspection, input hardening, dry-run safety, and the retrofit order.

Twelve-dimension checklist for auditing CLI tools against agent-grade standards — structured I/O, safety rails, input hardening, and release decision.

Choose the AI tools that bring value to a workflow — which model, which CLI, which MCP server — and when each one is worth adopting.

When to reach for Firecrawl — turning any URL into structured, agent-ready data from the terminal.

Reusable concept note for Google CLI Tools.