Reading up on OpenAPI

Ten defensive practices—contract generation, strict TypeScript, behavior‑filter linting, layer boundaries, custom linter rules, mutation testing, dead‑code detection, duplicate detection, and CI enforcement—make AI‑generated frontend code safer and cheaper to review.

Agent Readiness measures how easily an AI agent can discover, understand, and use an API without human help, using observable checks and evidence-based scoring.

Hyper is an HTTP framework for Bun distributed as source via CLI, generating OpenAPI, typed RPC clients, and MCP servers from single route definitions.

Anthropic acquires Stainless, an SDK-generation startup, to gain a high-caliber team for building API integrations for AI agents.

Composing existing CLIs like Restish and oauth2c with shell pipelines is more efficient and maintainable than writing custom tool descriptions for LLMs.

Natural language programming succeeds because software has always been built through conversational specification loops, and LLMs now include computers in those loops.