Auditing Python Dependencies with pip-audit: A Practical Guide
pip-audit is the PyPA-backed tool for scanning Python dependencies against the OSV and PyPI advisory databases. Here is how to run it well — and where it needs backup.
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.
pip-audit is the PyPA-backed tool for scanning Python dependencies against the OSV and PyPI advisory databases. Here is how to run it well — and where it needs backup.
Cryptographic Failures rank #2 in the OWASP Top 10 (2021). A deep dive into weak algorithms, key management, real CVEs, and how to detect and fix them in 2026.
Broken Access Control is the #1 OWASP Top 10 (2021) risk. A deep dive into IDOR, missing authorization, real CVEs, and how to detect and fix it in 2026.
How npm audit really works, the exact commands to run in CI, where it silently falls short, and how to close the gaps with reachability-aware SCA and autonomous fixes.
A practical, runtime-aware checklist for hardening Node.js services in 2026 — from the built-in permission model and secure defaults to dependency risk, secrets, and reachability-based triage.
NIS2 rewired EU cybersecurity law around supply-chain security, vulnerability handling, and 24-hour incident reporting. Here is who is in scope and what your software teams now have to prove.
CVE-2025-29927 let attackers skip Next.js middleware with a single header. Here is where App Router security actually breaks and how to lock it down.
The SUNBURST backdoor reached roughly 18,000 organizations through a trojanized SolarWinds Orion update. Here is what actually happened, and the defenses that hold up years later.
A default Kubernetes cluster trusts too much: root pods, flat networking, and readable secrets. Here are the hardening practices that actually move the needle in 2026.
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