AI has made significant strides in software development, from “vibe” coding to GitHub Copilot, and startups utilizing LLMs for quick applications. However, claims of AI agents replacing programmers soon are unrealistic due to models struggling with debugging, which consumes most of a developer’s time. Microsoft Research has developed debug-gym, a tool allowing AI models to debug code repositories with better results but still far from human developers’ capabilities.
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CISA Orders Urgent Patching After Chinese Hackers Exploit SharePoint Flaws in Live Attacks
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) has added two Microsoft SharePoint vulnerabilities, CVE-2025-49704 and CVE-2025-49706, to its Known Exploited Vulnerabilities (KEV) catalog due to active exploitation as of July 22, 2025. Federal Civilian Executive Branch (FCEB) agencies must remediate these vulnerabilities by July 23, 2025. Want More Context? 🔎
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