llm
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Model Fallback and Routing Without a Provider SDK Each
Models have outages, rate limits, and bad minutes. A resilient app falls back to another one, but building that across providers normally means a different SDK and error shape for each. Through one OpenAI-compatible gateway, fallback is a loop over model names. Here it is, tested against a real failure.
Your First Serverless LLM Call on DigitalOcean in 10 Minutes
DigitalOcean's Inference Engine gives you an OpenAI-compatible endpoint with pay-per-token pricing and no GPU to manage. Here is the fastest path from zero to a working call, with curl, Python, and Node, every snippet run against the live API.
The US Government Pulled Two Frontier Models Overnight. The Real Lesson Is About Your Stack
On June 12, 2026, an export-control directive forced Anthropic to disable Claude Fable 5 and Mythos 5 for every user worldwide, three days after launch. The policy fight is interesting. The operational lesson for anyone building on a single model provider is more urgent.