February 11, 2026
Headlines

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Google unveils API and MCP server for developer documentation

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Google is previewing the Developer Knowledge API and an associated Model Context Protocol (MCP) server, which together offer a machine-readable gateway to the company’s official developer documentation. Announced February 4, the Developer Knowledge API is designed to be the programmatic source of truth for Google’s public documentation. Developers can access documentation from firebase.google.com, developer.android.com, docs.cloud.google.com,…

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Visual Studio Code update shines on coding agents

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Microsoft has released Visual Studio Code 1.109, the latest update of the company’s popular code editor. The new release brings multiple enhancements for agents, including improvements for optimization, extensibility, security, and session management. Released February 4 and also known as the January 2026 release, VS Code 1.109 can be downloaded for Windows, Linux, and macOS…

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OpenScholar Shows Why Grounded AI Matters for Scientific Research

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Researchers from the Allen Institute for AI (Ai2) and the University of Washington have developed a new open-source AI model named OpenScholar that they claim can synthesize scientific literature and verifiable citations at a level comparable to a human expert. With millions of scientific papers published every year, it’s challenging to keep up with the…

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Databricks adds MemAlign to MLflow to cut cost and latency of LLM evaluation

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Databricks’ Mosaic AI Research team has added a new framework, MemAlign, to MLflow, its managed machine learning and generative AI lifecycle development service. MemAlign is designed to help enterprises lower the cost and latency of training LLM-based judges, in turn making AI evaluation scalable and trustworthy enough for production deployments. The new framework, according to…

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The ‘Super Bowl’ standard: Architecting distributed systems for massive concurrency

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In the world of streaming, the “Super Bowl” isn’t just a game. It is a distributed systems stress test that happens in real-time before tens of millions of people. When I manage infrastructure for major events (whether it is the Olympics, a Premier League match or a season finale) I am dealing with a “thundering…

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