devsecops
Safeguard articles tagged "devsecops" — guides, analysis, and best practices for software supply chain and application security.
706 articles
Continuous Integration Security: A Checklist
Continuous integration security means treating your CI pipeline as a production system, because an attacker who compromises your CI runner can ship malicious code as easily as your own engineers.
The Gap Between SBOM Generation and SBOM Consumption
Most companies generate SBOMs to satisfy a compliance checkbox, then let them sit unread. Here is why SBOM consumption lags generation, and how to close the gap.
Why Most SBOMs Go Stale the Day They're Generated
SBOMs decay the moment they're generated because dependency trees shift daily. Here's why point-in-time SBOMs fail during real incidents—and what continuous generation requires.
ASPM vs Traditional Vulnerability Management: What Actual...
ASPM doesn't replace your scanners — it correlates their output with runtime reachability and ownership to cut a 10,000-finding backlog down to the handful that actually matter.
Why Alert Fatigue, Not Tool Gaps, Is the Real AppSec Bott...
AppSec teams don't fail from missing tools, they fail from thousands of unprioritized alerts. Here's why alert fatigue is the real AppSec bottleneck.
Cloud-to-Code Traceability: Connecting Production Inciden...
When a production alert fires, it names an IP or image hash—rarely a commit or author. Here's why that gap exists and how to close it fast.
Why Security Debt Accumulates Fastest in the Most 'Produc...
High-velocity engineering teams accumulate the most security debt, not the least. Here's why speed hides risk — and how to catch it without slowing down.
eBPF and OpenTelemetry: The New Instrumentation Layer for...
eBPF and OpenTelemetry are becoming AppSec's new runtime instrumentation layer, catching supply chain attacks like the xz backdoor that static scanners miss entirely.
MCP Server Permissions: A Practical Checklist for Reducin...
A practical checklist for scoping MCP server permissions, denying risky defaults, and limiting the blast radius when an AI agent's tool access is exploited.
Shift Left Fatigue: Why Developers Are Pushing Back on Se...
Shift-left security handed developers new duties without removing old ones. Here's why teams are pushing back — and how better tooling fixes the real problem: noise, not ownership.
Why Security Training Completion Rates Don't Predict Secu...
Completion rates measure attendance, not behavior. Here's why training checkboxes don't predict secure coding outcomes, and what to measure instead.
Friction as a Security Metric: Measuring Tool Adoption Fa...
Security tools fail quietly when developers route around them. Here's how to measure friction as a leading indicator of adoption failure before it causes a breach.