DevSecOps
A framework for scaling risk-based AppSec across many teams
40,009 CVEs were published in 2024 alone — a 38.83% jump over 2023. No security team can triage that volume by hand across dozens of engineering teams.
Jul 8, 20267 min read
Resources
Supply Chain Security, in plain English.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
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SBOM adoption: generating, distributing, and consuming SBOMs to cut supply chain risk
Four years after EO 14028, most SBOMs still sit unread in a folder. Here's how to generate, ship, and actually query one before the next Log4Shell.
Jul 8, 20266 min read
Application Security
A vendor-neutral framework for evaluating SAST tools
OWASP's Benchmark suite has run 2,740 fixed Java test cases since 2016, yet most SAST comparisons still amount to a vendor's self-reported false-positive number.
Jul 8, 20266 min read
DevSecOps
Wiring SAST Findings Into ITSM: The Overlooked Lever for MTTR
The 2026 Verizon DBIR found median patch time hit 43 days, up from 32 — and much of that gap is ticket handoff friction, not fix difficulty.
Jul 8, 20266 min read
Application Security
SAML SSO vulnerabilities: signature wrapping and assertion replay explained
A 2024 ruby-saml flaw (CVE-2024-45409, CVSS 9.8) let attackers forge SAML assertions and log in as any user, including admins — seven years after the same bug class was first disclosed.
Jul 8, 20266 min read
AI Security
The blind spots of single-model AI security tooling
OpenAI's API went down three separate times in 2024 alone — if your SAST pipeline hard-depends on one model provider, its outages and blind spots become yours.
Jul 8, 20266 min read
AI Security
The Hidden Risks of AI Coding Assistants
A 2021 NYU study found 40% of Copilot-generated code contained exploitable bugs — and that's before counting leaked secrets or hallucinated packages.
Jul 8, 20266 min read
Application Security
A practical REST API hardening checklist
OWASP's 2023 API Security Top 10 still ranks broken object-level authorization as the #1 risk — here's a concrete checklist for authn, rate limiting, and input validation.
Jul 8, 20266 min read
DevSecOps
Rego for security engineers: a beginner's guide to OPA policy
Rego graduated from Styra research project to a CNCF-graduated standard in under five years. Here's how to write your first real OPA/Conftest policy.
Jul 8, 20267 min read
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