Cloud & DevOps
Kubernetes, containers, reliability, networking and operations.
Optimizing AWS VPC Pricing and Artificial Intelligence Environmental Cost Through Cloud FinOps in 2025
Comprehensive guide on AWS VPC pricing, network traffic cost optimization, cloud cost, FinOps, and artificial intelligence environmental cost in 2025.
How AI "Sees" Images Differently Than Humans — The Hidden Gap
AI image detection compared to human visual perception — what AI detects, what it misses, and whether the page confirms the right story about images having a new job in AI search.
DreamHost Resets Email and FTP Credentials After File Manager Incident
DreamHost’s October 2026 service disruption led to forced password resets for affected email and FTP/SFTP users. Here’s the reported timeline, scope and practical recovery guidance.
AI Cybersecurity Companies and HPE ArubaOS: What 72 Vulnerabilities Mean
HPE’s ArubaOS update addresses 72 vulnerabilities, including eight maximum-severity flaws. A grounded guide for AI cybersecurity companies and corporate threat assessments.
Railway Warns Users to Rotate Credentials After Possible Secret Exposure
Railway detected suspicious activity involving systems that store customer environment variables. Its precautionary rotation advice has practical implications for every service that relies on stored credentials.
The Customer Data Cloud Vendors Quietly Hold
The TiDB/PingCAP breach illustrates how operational data held by a cloud vendor can create customer risk.
Security & Compliance Analyst Brief: Integrated HSM for Cloud Infrastructure
An analyst’s guide to the proposed FIPS 140-3 Level 3 integrated HSM effort, its potential security implications, and the evidence teams should require.
Biomemory's DNA Shield and the AI Cloud Infrastructure Race Nobody Saw Coming
Biomemory launched DNA Shield as the first commercial product on its Molecular IT platform, following the Catalog acquisition and Laurent Guengant's appointment as CEO. The move signals a new frontier in AI cloud infrastructure — where data persistence meets quantum resistance.
How AI Cybersecurity Companies Are Tracking the Global Proxyjacking Threat on Edge Devices
A comprehensive technical analysis of the global proxyjacking campaign affecting edge devices across 34 countries, examining how AI cybersecurity companies track bandwidth theft, enterprise risk, and corporate threat assessments.
AI Cloud Vulnerabilities and the AgentCorruption Threat in AWS Bedrock AgentCore
Expanded article on AI cloud vulnerabilities, AgentCorruption in AWS Bedrock AgentCore, and mitigation strategies.
The Breach Already Happened: Why Red Teaming Is Pivoting to Post-Compromise Testing
A new wave of offensive cyber operations startups argues that traditional red teaming stops too early. The real question isn't whether attackers get in — it's what your team does after they do.
WSL Containers and Modern Container Platforms: Inside Microsoft’s General Availability Launch
Microsoft brings WSL Containers to general availability with wslc.exe, container.exe alias, Defender integration, and enterprise controls. We look at what are container platforms and how this changes developer workflows.