http://www.cybersecurityos.net/tags/security-engineering/Recent content in Security Engineering on CybersecurityOSHugoen-usSun, 10 May 2026 00:00:00 +0000http://www.cybersecurityos.net/posts/os-weekly/spectra-overview-claude-ai-security/Sun, 10 May 2026 00:00:00 +0000http://www.cybersecurityos.net/posts/os-weekly/spectra-overview-claude-ai-security/<p>Security teams are not losing the fight because of bad tools. They&rsquo;re losing it because of volume.</p> <p>In 2025, <a href="https://securityboulevard.com/2026/03/46-vulnerability-statistics-2026-key-trends-in-discovery-exploitation-and-risk/">131 new CVEs were disclosed every single day</a> — up from 113 per day the year prior. Meanwhile, the <a href="https://www.isc2.org/Insights/2025/12/2025-ISC2-Cybersecurity-Workforce-Study">global cybersecurity workforce gap has reached 4.8 million unfilled positions</a>, and <a href="https://deepstrike.io/blog/cybersecurity-skills-gap">budget cuts — not lack of talent — are now the primary driver of security team understaffing</a>. The signal is buried in the noise, and analysts spend more hours normalizing scanner outputs and writing summaries than actually remediating risk.</p>http://www.cybersecurityos.net/posts/os-weekly/sec-eng-to-sec-leader/Sat, 28 Mar 2026 00:00:00 +0000http://www.cybersecurityos.net/posts/os-weekly/sec-eng-to-sec-leader/<p>Most people think the jump from Security Engineer to Security Leader is just a promotion.</p> <p>It’s not.</p> <p>It’s a complete shift in how you think, how you make decisions, and how you create impact.</p> <p>If you approach leadership the same way you approached engineering, you’ll feel stuck, overwhelmed, and constantly pulled back into the weeds.</p> <p>Here’s what actually changes.</p> <hr> <h2 id="1-you-stop-solving-problems--and-start-defining-them">1. You Stop Solving Problems — And Start Defining Them</h2> <p>As an engineer, your value comes from solving clearly defined problems:</p>