Testing & Security

Close the Loop with a Telemetry-Driven AI System
Testing & Security Close the Loop with a Telemetry-Driven AI System

The most sophisticated artificial intelligence model, trained on petabytes of historical data and validated with near-perfect accuracy, often begins to fail the moment it meets the unpredictable reality of a live user. This quiet degradation of performance is a widespread challenge in the mobile

Automate .NET Crash Dumps From Fargate to Slack
Testing & Security Automate .NET Crash Dumps From Fargate to Slack

When a .NET application on ECS Fargate crashes silently, leaving logs and metrics unhelpful, the debugging process can feel like searching for a needle in a haystack. For developers facing this, a memory dump is the gold standard for diagnostics, but capturing and delivering these dumps from a

What Makes a Siemens Power Protection Engineer?
Testing & Security What Makes a Siemens Power Protection Engineer?

In the intricate web of the modern power grid, where a single fault can cascade into widespread outages affecting millions, a specialized guardian stands as the first and last line of defense against system failure. This guardian, the Power Systems Protection Engineer, operates at the critical

Desktop Hypervisor Market Surges Toward $40 Billion by 2030
Testing & Security Desktop Hypervisor Market Surges Toward $40 Billion by 2030

The foundational technology that enables developers and IT professionals to seamlessly run multiple operating systems on a single physical machine is quietly powering a massive economic expansion. A detailed market analysis projects the global desktop hypervisor market will swell to an impressive

AI-Driven Pentest Uncovers Seven CVEs in Coolify
Testing & Security AI-Driven Pentest Uncovers Seven CVEs in Coolify

The long-theorized potential for artificial intelligence to proactively uncover complex security vulnerabilities has been compellingly demonstrated in a real-world assessment of Coolify, a popular open-source, self-hosted platform. In a deliberate move away from theoretical discussions, a security

Is Your ownCloud Data at Risk Without MFA?
Testing & Security Is Your ownCloud Data at Risk Without MFA?

The rapid proliferation of sophisticated infostealer malware has transformed compromised employee endpoints into open gateways, directly threatening the security of self-hosted file-sharing platforms and their sensitive data. In a recent development that has sent ripples through the open-source

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