Explore weekly curated summaries and expert analyses highlighting the latest trends in cloud technology.

  • Azure App Service drops Java 8, 11 and 17 support in September 2027

    Azure App Service will stop supporting Java 8, 11 and 17 on September 1, 2027. Apps keep running after that date, but they stop receiving security updates and Microsoft stops providing customer support for those runtime versions. It is a routine lifecycle notice with a non-routine amount of work hiding behind it, because those three…

  • Python 3.15 benchmarks show small gains, but the JIT finally pays off

    Every October, Miguel Grinberg runs his informal performance benchmark against the newest Python 3.15 release, and this year’s results are a split decision: the standard interpreter is barely faster than 3.14, but the experimental JIT compiler has its best showing yet. Grinberg tested the 3.15.0rc3 release candidate, since the official release was still days away.…

  • Mistral Large 4 opens in preview with open weights promised this month

    Mistral opened a public preview of Mistral Large 4 this week, and it is the largest model the Paris company has shipped: a trillion total parameters with roughly 49 billion active, built as a natively multimodal Mixture-of-Experts. The company says the open weights will land by the end of the month. Until then the preview…

  • Fabric search gets table-level discovery in the OneLake catalog

    Starting October 15, search inside Microsoft Fabric gets a level deeper. Tables from semantic models, lakehouses, and mirrored databases will start showing up as individual search results in the OneLake Catalog, searchable by table name, by description, or by an exact column-name match. It sounds like a small UX change. It actually changes how people…

  • Five vendors, one bug: the trust gap spreading through Model Context Protocol

    A single security researcher just got five different organizations, including Google and JPMorgan Chase, to confirm the same mistake in servers they built independently. The punchline is that the mistake isn’t exotic: it’s classic server-side request forgery in AI agents connected through the Model Context Protocol (MCP), the open standard that lets AI applications call…

  • Cloudflare’s Web Search API puts grounded search behind one endpoint

    Cloudflare quietly shipped one of the more useful pieces of agent infrastructure this month. The new Cloudflare Web Search API went into open beta on October 2, and it does something simple: it gives an AI agent live web results in a predictable format, billed and logged through the same place the agent’s model calls…

See All