What actually changes in your codebase, your auth layer, and your monthly close when you collapse five provider integrations into a single OpenAI-compatible endpoint — and the workloads where the ...

I can use virtually every language, speech, image, and video model with one API key.

get_package_stats(name, *, no_cache=False, cache_ttl=None) Fetch all statistics for a PyPI package. Returns a PackageStats object. clear_cache() Clear all cached API responses. get_cache_info() Return ...

Our LLM API bill was growing 30% month-over-month. Traffic was increasing, but not that fast. When I analyzed our query logs, I found the real problem: Users ask the same questions in different ways. ...

Going to the database repeatedly is slow and operations-heavy. Caching stores recent/frequent data in a faster layer (memory) so we don’t need database operations again and again. It’s most useful for ...

According to DeepLearning.AI (@DeepLearningAI), a new course on semantic caching for AI agents is now available, taught by Tyler Hutcherson (@tchutch94) and Iliya Zhechev (@ilzhechev) from RedisInc.

OpenAI has launched its GPT-5.1 API, a major update focused on developers with new agentic tools like 'apply_patch' and 'shell,' improved coding benchmarks, and enhanced efficiency to regain trust ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

Microsoft Incident Response – Detection and Response Team (DART) researchers uncovered a new backdoor that is notable for its novel use of the OpenAI Assistants Application Programming Interface (API) ...

Learn how to use in-memory caching, distributed caching, hybrid caching, response caching, or output caching in ASP.NET Core to boost the performance and scalability of your minimal API applications.

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

The trove of more than 200 letters is part of a pledge of transparency from the agency, with the intention to increase public insight into the reasons new drug and biologics applications got rejected.