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.
CVE-2024-3772 let a single crafted email string trigger catastrophic backtracking in Pydantic's own validator — the exact code path every FastAPI request body runs through.
Rego has no `&&` or `||` operators — AND is implicit, OR means writing the same rule twice, and most teams miss both until a policy silently passes.
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.
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.
A 2021 NYU study found 40% of Copilot-generated code contained exploitable bugs — and that's before counting leaked secrets or hallucinated packages.
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.
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.
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.
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.
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