AI DEVELOPMENT

Anthropic launched the Claude Cookbook - 90+ practical guides from their engineers covering tool use, agent patterns, evals, and production deployment. The HN discussion debates whether cookbook resources still matter when you can just ask the AI.

E2B vs Daytona vs Modal vs Vercel Sandbox vs Cloudflare for October 2026: isolation, pause and fork, GPUs, run limits, and per-hour rates from vendor docs.

A fair, sourced comparison of the TTS APIs developers reach for in 2026: OpenAI, ElevenLabs, xAI Grok, and Cartesia. Quality vs latency vs price, streaming, voice cloning policies, and whether to route through an AI gateway or go direct.

Vercel AI Gateway gives you one API key and string model ids like moonshotai/kimi-k2.5 for hundreds of models. Here is how it works with the AI SDK, what BYOK and OIDC change, the honest tradeoffs, and who should actually use it.

Everything you need to ship Claude Fable 5 in production - from the API surface changes and adaptive thinking defaults to rate limit strategy, streaming latency, and the June 15 deprecation deadline for older models.

A complete, citation-backed Claude Code course with setup, prompting systems, MCP, CI, security, cost controls, and capstone workflows.

AI-native development is not about using AI tools. It is about restructuring how you plan, build, review, and ship code around agent capabilities. The five-layer stack that defines how the most productive developers work in 2026.