How to fail over between AI vendors without breaking your app
Every major LLM provider had a multi-hour outage in 2026. Here's the failover pattern that keeps your product alive when theirs goes down.
reliabilityproductionfailover
Notes on building production AI systems β what works, what doesn't, what saves you money.
Every major LLM provider had a multi-hour outage in 2026. Here's the failover pattern that keeps your product alive when theirs goes down.
Prompt caching is the easiest cost win in AI. Here's how it works, when to use it, and how JJAPI handles it for you.
Honest, opinionated guidance on which AI model to use for which job β and the cost tradeoffs that change the answer.
If your API is OpenAI-compatible, you inherit the entire OpenAI SDK ecosystem for free. Here's what that means in practice.