Agents of change: Microsoft Canada’s vision for AI transformation - Microsoft
<a href="https://news.google.com/rss/articles/CBMi7gFBVV95cUxOR0h0d1dQY05OSkpXSFp2aS1mOGxoVWl3Mm9IM2sxMDNDUUlkcm9ZSkt1NHJ6TGtDT0pHOXBaM2tMOWVZZUdCQWc5SXhzT2pGRzhHMDJSYk1zTEV3bXFkc1ZzekdCcm9qRThlRHBtMDBqX3ZqVkhaSGFRUDlwRTY3RHNJSXpwNmFIQTRrZEExeDNEUl9QdlJvMjNKQTFGeW1id0R3RDRjcDhsS2F3aHU3MG5vdjlzVjN1ams1LUhucHBwbUtCY0lpdy0zT01hU2V3Mmk2aEJOYi16QUN0eEpPTk1RRlFmeEt5Qlk0UTlR?oc=5" target="_blank">Agents of change: Microsoft Canada’s vision for AI transformation</a> <font color="#6f6f6f">Microsoft</font>
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OpenAI's Coding Agent Flaw Exposed GitHub Passwords - bankinfosecurity.com
<a href="https://news.google.com/rss/articles/CBMilgFBVV95cUxQcUhUUGtKalNYdmEzaHNFS18wdV9NemVwclQ1bWFrTWpNcE9KTHFnTnoyY1lHZTJSN2JLeVp6dlNLTGRtRVRFT1FydWQwTWZXZElZMVMtQkR3M2x1ZEZMWXd0SmFOTUtzc3R4dzRJSVViWkFDLUstNlJVai1BMGhUbHBuMGloaDJ0RnpQMmtoY2hwWnFURmc?oc=5" target="_blank">OpenAI's Coding Agent Flaw Exposed GitHub Passwords</a> <font color="#6f6f6f">bankinfosecurity.com</font>
flock
<p> Run a flock of Claude Code (or other agents) in one window. </p> <p> <a href="https://www.producthunt.com/products/flock-let-your-agents-loose?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1112594?app_id=339">Link</a> </p>
Programs Beat Prompts: Tap Turns AI Into a Compiler for Interface Automation
<h2> The Problem </h2> <p>AI agents operate interfaces at $0.10/call, 2-5s latency. Every. Single. Time.</p> <h2> The Insight </h2> <p>Operating an interface is a <strong>solved problem the moment you figure out how.</strong> AI understands the page once. Execution doesn't need AI.</p> <h2> Tap: Forge Once, Run Forever </h2> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code>forge_inspect → forge_verify → forge_save → tap.run AI analyzes AI tests AI saves $0 forever </code></pre> </div> <p>8 core operations + 17 built-in. 3 runtimes (Chrome, Playwright, macOS). Unix pipes:<br> </p> <div class="highlight js-code-highlight"> <pre class="highlight shell"><code>tap github trending | tap tap/filter <span class="nt">--field</span> stars <span class="nt">--gt</span>
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South Korea forms agentic AI alliance to shape ecosystem - Tech in Asia
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Science Ministry Launches Agentic AI Consultative Body With LG, Kakao - Let's Data Science
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How and Why Agents Can Identify Bug-Introducing Commits
arXiv:2603.29378v1 Announce Type: new Abstract: \'Sliwerski, Zimmermann, and Zeller (SZZ) just won the 2026 ACM SIGSOFT Impact Award for asking: When do changes induce fixes? Their paper from 2005 served as the foundation for a wide array of approaches aimed at identifying bug-introducing changes (or commits) from fix commits in software repositories. But even after two decades of progress, the best-performing approach from 2025 yields a modest increase of 10 percentage points in F1-score on the most popular Linux kernel dataset. In this paper, we uncover how and why LLM-based agents can substantially advance the state-of-the-art in identifying bug-introducing commits from fix commits. We propose a simple agentic workflow based on searching a set of candidate commits and find that it raise
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