PCWorld outlines six essential Windows 11 adjustments to extend SSD lifespan by reducing unnecessary write operations that gradually wear down these storage devices. Key optimizations include enabling ...

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 ...

Abstract: Space-Ground Integrated Networks (SGINs) hold the potential to enable seamless and high-quality global coverage in an economically viable manner. However, the limited bandwidth and ...

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.

After releasing GPT-5.1 to ChatGPT, OpenAI has launched the GPT-5.1 API model version, a major overhaul for developers focused on agentic coding and efficiency. The update introduces new `codex` ...

According to OpenAI, GPT-5.1 is now available in the API, enabling developers to integrate the model into production workflows immediately, which is relevant for trading and crypto development teams ...

Wikipedia on Monday laid out a simple plan to ensure its website continues to be supported in the AI era, despite its declining traffic. In a blog post, the Wikimedia Foundation, the organization that ...

Abstract: We consider a dynamic content fetching, caching and delivery problem wherein the contents get updated at a central server, and local copies of a subset of the contents are cached at an edge ...

Currently, API responses are cached using Django’s @decorate_view(cache_page) decorators directly in the view layer. This approach makes cache control and invalidation less flexible and scatters ...