Category: Developer Guides

The Gap That Article Chunks Can’t Fill A RAG chatbot built on 600+ articles sounds comprehensive. And for narrow questions it is — ask something specific like “How do idempotency keys prevent duplicate agent orders?” and the retriever finds the right chunk from the right article with high confidence. The problem is everything above that…

By Pinto Kumar · 30 March 2026 · 9 min read If you’ve ever tried to wire up an AI agent to a real website, you already know the pain. You either write a fragile Playwright script that breaks every time someone’s A/B test moves a button two pixels, or you feed a wall of…