- AI IntegrationJune 2, 20266 min read
Codex, Claude Code, Cowork, or What? What Each One Actually Does for You
A working person's guide to the AI agent tools worth using, what each is good at, and the three capabilities that decide whether any of them will actually help you.
Read article - AI IntegrationApril 20, 202611 min read
How AI Memory Actually Works: Context Windows and RAG
LLMs don't remember you. Every response is a cold start. Understanding context windows, compaction, RAG, and platform memory systems will make you a dramatically better AI user.
Read article - AI IntegrationApril 20, 20269 min read
Metaprompts: How to Transfer Context Between AI Tools
A metaprompt is a structured prompt generated by one AI session for use in another. Learn how to bridge stateless LLM tools and eliminate the context ramp-up that wastes your first dozen messages.
Read article - AI IntegrationFebruary 19, 202615 min read
Integrating LLMs into Your Next.js App
A practical guide to integrating LLM APIs into JS apps — SSE streaming, architecture choices, LangChain vs. direct calls, and when you need Python.
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