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DevSecOps

Embedding security-by-design into DevSecOps risk management across the SDLC

NIST's SSDF turns 'shift left' into eleven concrete practices — but a framework on paper doesn't stop a bad merge. Here's how to make it enforceable.

Jul 10, 20267 min read
DevSecOps

Credential rotation playbook after npm worm exposure

A step-by-step rotation runbook for security teams exposed to the Shai-Hulud npm worm — what to revoke first, how to verify a credential is dead, and how to prevent a repeat.

Jul 9, 20266 min read
DevSecOps

Why developers stop trusting AI-generated vulnerability fixes

Trust in AI-generated code fell to 29% in 2025, yet 84% of developers keep using it anyway — the gap is a UX problem, not a model problem.

Jul 9, 20267 min read
DevSecOps

A reference architecture for automating security gates in CI/CD

29M hardcoded secrets leaked in 2025 alone. Here's a gate architecture — SAST, SCA, secrets, IaC — that catches that without adding a day to your release cycle.

Jul 9, 20267 min read
DevSecOps

The DevSecOps metrics that actually indicate program maturity

CISA's KEV directive now demands 3-day fixes for the riskiest bugs. Here's why raw finding counts are the wrong way to measure a DevSecOps program.

Jul 9, 20267 min read
DevSecOps

Hardening CI/CD Against a Compromised Upstream Registry

The Sept 2025 npm attack hit packages with 2B weekly downloads in 2 hours. Pinning, lockfile checks, and mirrors would have stopped it cold.

Jul 9, 20265 min read
DevSecOps

Best secure software development lifecycle (SSDLC) platforms

A practical buyer's guide to SSDLC platforms in 2026 — evaluation criteria, an honest roundup of six real vendors, and where Safeguard fits in.

Jul 8, 20267 min read
DevSecOps

Security in the SDLC: Where It Actually Belongs

Bolting a scanner on before release doesn't count as shift-left. Here's where security actually needs to sit across the SDLC, and why mobile testing is often the weakest link.

Jul 8, 20265 min read
DevSecOps

DevSecOps Metrics and KPIs That Actually Prove Progress

Most security dashboards count findings and prove nothing. A 2026 guide to the DevSecOps metrics and KPIs that show real risk reduction — MTTR, escape rate, coverage, and DORA-aligned measures.

Jul 8, 20265 min read
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