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  • Retirement of Azure DevOps issuer in Workload identity federation service connections

    calendar Jun 22, 2026 · devblogs.microsoft.com
    Retirement of Azure DevOps issuer in Workload identity federation service connections

    We are announcing the deprecation of the Azure DevOps issuer in workload identity federation (WIF) service connections, with planned retirement on July 1, 2027. The Azure DevOps issuer uses the https://vstoken.dev.azure.com prefix in federated credentials. This change is part of Microsoft's bro Link to article: …


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  • Copilot ĺœ¨ JetBrains IDEďźšĺŠŸčƒ˝ć›´ć–°ä¸Ž Claude ä˝œä¸ş Agent ćäž›ć–šé˘„č§ˆ

    calendar Jun 22, 2026 · devblogs.microsoft.com
    Copilot ĺœ¨ JetBrains IDEďźšĺŠŸčƒ˝ć›´ć–°ä¸Ž Claude ä˝œä¸ş Agent ćäž›ć–šé˘„č§ˆ

    ćœŹćŹĄć›´ć–°ä¸ş GitHub Copilot for JetBrains IDEs 希ćĽäş†ĺŻšćĽč‡Ş GitHub çš„çť„çť‡ĺ’Œäźä¸šçş§ agent 的支ćŒďźŒčŽŠä˝ ĺŻäťĽĺœ¨ Copilot CLI äźščŻä¸­ćŽ’é˜Ÿĺ’Œĺź•ĺŻźćśˆćŻďźŒĺź•兼了全新的 agent č°ƒčŻ•ć—Ľĺż—ć‘˜čŚč§†ĺ›žďźŒĺšśĺ°† Claude ä˝œä¸ş agent ćäž›ć–šĺ¸Śĺ…Ľĺ…Źĺź€é˘„č§ˆă€‚ …


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  • Separating Deterministic Extraction from AI Inference in Industrial Summarization

    calendar Jun 19, 2026 · devblogs.microsoft.com
    Separating Deterministic Extraction from AI Inference in Industrial Summarization

    Introduction: When Valid JSON Is Not Enough 100% of our outputs were valid JSON. 0% met the data contract. We prototyped an LLM-powered system that converts operational shift logs into structured summaries consumed by dashboards, compliance workflows, and incoming crews. The output schema required specific operational …


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  • What 50,000 Runs of a 5-Line Eval Taught Us

    calendar Jun 19, 2026 · devblogs.microsoft.com
    What 50,000 Runs of a 5-Line Eval Taught Us

    How AI coding models calibrate effort, token cost, and tool use on even the simplest task, and what that means for model selection and cost. Read the full article Link to article: https://devblogs.microsoft.com/vscode-blog/what-50,000-runs-of-a-5-line-eval-taught-us


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