#llm-api-guide

Understanding AI Hallucinations and How to Mitigate Them in Production

Your AI model will fabricate things. Not sometimes — regularly. And it will do it with confidence. The question isn't whether to trust it. The question is how to build a system that works even when it lies.

Understanding LLM APIs: A Practical Guide for Web Developers

LLM APIs look like REST APIs but don't behave like them. If you've built integrations with Stripe or GitHub's API, you know the pattern: send a request, get structured data back, handle errors. LLM APIs follow that same HTTP shape, but they add a handful of concepts that don't exist in typical API work. Skip past them and you'll hit confusing bugs and unexpected bills.