4 articles
Loop engineering means building long-running loops, goals and automations instead of re-prompting an LLM. The core idea from the video and where to go deeper.
Mastra fits TypeScript products whose agents need workflows, memory, tools, MCP, evals, and traces in one backend layer. Where it fits and where it does not.
Vercel Workflows is GA: durable TypeScript with "use workflow" and "use step". What it means for agents and long-running flows, with code adapted from Vercel's own examples.
Claude Code skills are SKILL.md playbooks that load only when relevant. What they are, where they live, how to write one, and how they differ from CLAUDE.md.
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