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Cisco Zero-Day Actively Exploited
Critical patches, developer trust issues, and new cracks in familiar tools.
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Hey there,
Happy Friday🥳!
Before you wrap the week, here’s a quick drop of things worth checking out.

📰Top Picks:
Cisco Unified Communications Zero-Day Actively Exploited
Cisco has issued an emergency patch for a critical zero-day in its Unified Communications platforms that allows unauthenticated remote code execution via management interfaces and is already being exploited in the wild. Read more.
Malicious VS Code Repos Abuse Auto-Run Tasks
Researchers found GitHub repos using VS Code’s tasks.json to execute malicious code when folders are opened, often disguised as coding assignments or interview tests. The issue isn’t a VS Code bug so much as how easily trust can turn a developer tool into an attack vector. Read more.
AI Hallucinations Are Slipping Into Top ML Conferences
GPTZero says it found widespread AI-generated hallucinations in papers accepted by NeurIPS and ICLR, pointing to fake citations, invented sources, and rising error rates as submission volumes explode. The findings fuel concerns that unchecked AI use is quietly eroding research quality and credibility. Read more.
Kubernetes Explores Checkpoint and Restore for Running Workloads
A new Kubernetes Working Group is looking at native checkpoint and restore support, enabling pods to pause, move, and resume without losing state. The effort could reshape how teams handle preemption, long startups, and long-running AI or data workloads. Read more.
Salesforce Moves 1,000+ EKS Clusters to Karpenter
Salesforce has migrated over 1,000 EKS clusters from the Cluster Autoscaler to Karpenter, significantly speeding up scaling and reducing operational overhead. Read more.
AI Exposure Isn’t the Real Risk for Millions of US Workers
A Brookings-backed analysis suggests AI risk has less to do with how exposed a job is and more with whether workers can actually adapt if displaced. For millions of roles, that gap may be wider than expected. Read more.
What Almost Twenty Years of DevOps Really Tells Us
DevOps has been declared dead for years, yet it keeps evolving by absorbing cloud, SRE, platform engineering, and now AI. Two decades on, its staying power may say more about human systems than any tooling trend. Read more.
Zoom and GitLab Patch High-Impact Security Flaws
Zoom and GitLab have shipped fixes for serious vulnerabilities, including a critical Zoom bug that lets meeting participants execute code on media routers and multiple GitLab flaws affecting availability and 2FA. Even without active exploitation, these are the kinds of issues you don’t want sitting unpatched. Read more.
Anthropic Announces Claude CoWork
Anthropic has unveiled Claude Cowork, a macOS agent that can autonomously manage files, process documents, and run multi-step workflows inside user-approved folders. Built largely by Claude itself, the tool signals a shift toward long-running, multi-agent AI work beyond simple chat and code prompts. Read more.
Microsoft Open-Sources XAML Studio
Microsoft has open-sourced XAML Studio under the .NET Foundation, turning its lightweight WinUI and UWP prototyping tool into a community-driven project. The move opens the door to faster UI experimentation without full project scaffolding. Read more.
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