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Category: Cybersecurity

Why Most AI Projects Fail After the POC Stage (And How to Avoid It)

Most AI projects don’t fail because of bad models — they fail after the POC stage. This post explains the real reasons AI initiatives collapse in production, from cost surprises and lack of ownership to missing MLOps discipline, and how teams can avoid these mistakes.

February 10, 2026
Wazuh: The Open-Source SIEM That Beats Splunk (And It’s Completely Free)

Discover Wazuh, the open-source SIEM that combines log analysis, intrusion detection, and vulnerability scanning—all without the million-dollar Splunk price tag. Learn why DevOps teams and cloud-native companies are switching to this powerful security monitoring platform.

January 17, 2026
MCP Just Became Enterprise-Critical — Security Risk Just Went from 0 to 100

Model Context Protocol adoption is exploding across Microsoft, OpenAI, and Red Hat. But Forbes just warned: security risk is rising fast. Here’s why your MCP deployment is probably broken and what enterprises need to do about it.

January 15, 2026
82% of organizations suffered container breaches in 2025. But most are still obsessing over RBAC. Here’s why that’s completely missing the mark—and what actually works.

January 14, 2026
Stop Waiting for a Breach. Let This Open-Source AI Agent Hack You First

Every developer and DevOps engineer knows the feeling: You deploy a major update on Friday, and spend the weekend wondering, “Did I miss something security-critical?” Traditional security scanners (SAST/DAST) are better than nothing, but they are noisy. They spit out hundreds of “potential” vulnerabilities, forcing you to waste hours sifting through false positives. They are…

December 7, 2025
Google Confirms Massive Gainsight Breach — Hackers Stole Data from 200+ Companies in Salesforce Supply Chain Attack

Google confirms hackers from the Scattered Lapsus$ Hunters group breached 200+ companies through the Gainsight-Salesforce supply chain attack, stealing sensitive business data from Fortune 500 firms including Verizon, GitLab, and F5. Learn how it happened and how to protect your organization.

November 27, 2025
Over 2,000 Fake Black Friday Stores Found — How to Stay Safe in 2025

Protect yourself from Black Friday scams in India! Over 2,000 fake shopping websites imitating Amazon, Flipkart, and Samsung have been found. Learn how to identify fake deals, spot suspicious domains, and stay safe while shopping online this sale season.

November 27, 2025

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