DevSecOps
In-depth guides and analysis on devsecops from the Safeguard engineering team.
497 articles
The Champion Model: Do Embedded Security Champions Actual...
Security champion programs cut vulnerabilities only under specific conditions. Here's what BSIMM, GitLab, and OWASP data show about when the champion model actually works.
Why Security and Engineering KPIs Are Still Misaligned in...
Security teams chase CVSS scores and SLA compliance while engineering chases velocity and uptime—two scorecards that were never built to agree.
Policy Bypass Culture: What Happens When Deadlines Beat G...
When deadlines collide with security gates, developers bypass them quietly and often. Here's how policy bypass culture forms, what it costs, and how to stop it.
Measuring Developer Security Maturity Beyond Tool Coverage
Tool coverage tells you what's installed, not whether developers are actually getting safer. Here's how to build a maturity model around remediation velocity, recurrence, and secrets hygiene instead.
The Hidden Cost of Context Switching Between IDE and Secu...
Jumping between your IDE and security dashboards isn't free. Here's what context switching really costs developers, and how to eliminate it.
Why Small Teams Often Outperform Large Enterprises on Fix...
Small teams often patch critical CVEs in hours while enterprises take weeks — not because of talent, but process. Here's why, and how to close the gap.
Gamification of Secure Coding: Does It Change Long-Term B...
Gamified secure coding training boosts engagement fast — but does it change what developers ship six months later? Here's what the data actually shows.
The Generational Divide in Attitudes Toward AI-Assisted C...
Younger developers trust AI-generated code far more than senior engineers do. That gap decides who reviews a PR before a vulnerability ships — and it's already showing up in real breaches.
Artifactory vs Nexus for Enterprise in 2025
JFrog Artifactory and Sonatype Nexus both remain viable enterprise artifact repositories in 2025. A head-to-head on scale, security, and the decision factors that actually matter.
Go: Check If a Key Exists in a Map (Comma-Ok Idiom)
How to check if a key exists in a Go map using the comma-ok idiom, why a plain lookup can't tell 'missing' from 'zero value', and the patterns for sets, nil maps, and concurrent access.
What CISOs Get Wrong About Developer Security Habits
CISOs blame developer negligence for supply chain risk, but the real issue is alert noise, tool sprawl, and audits that miss day-to-day behavior. Here's what the data actually shows.
git-dumper: How Exposed .git Directories Get Dumped and How to Stop It
git-dumper reconstructs an entire source tree from an exposed .git folder on a web server. Here is how the attack works and how to close the hole.
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