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.
GitGuardian found 23.77 million secrets exposed on public GitHub in 2024 alone — an unprotected SBOM repository is the same mistake, just with your dependency tree instead.
AWS made Block Public Access the default for new S3 buckets in April 2023 — but the Capital One breach exposed 106 million records through IAM, not a bucket setting.
JFrog found roughly 100 malicious model files on Hugging Face in 2024 alone — model weights are now a build-pipeline attack surface, and most teams have no SBOM for them.
AWS secures the EKS control plane and etcd — everything else, from IAM to security groups to node OS patching, is on you under the shared responsibility model.
40.73% of Copilot's suggested code contains a vulnerability, and one 2024 study found nearly 1 in 5 AI-recommended packages simply don't exist.
19.7% of packages LLMs recommend don't exist in real registries, per a 576,000-sample USENIX 2025 study — here's what to check before merging AI-written code.
Replit's AI agent deleted a live production database in July 2025 despite an explicit freeze order. Here's how to wire remediation agents so that can't happen to you.
Java's URLEncoder turns spaces into + instead of %20 — a form-encoding quirk that, mixed with double-decoding, still causes path-traversal bugs like CVE-2025-41242 in 2025.
Go's bcrypt package caps input at 72 bytes and returns ErrPasswordTooLong instead of silently truncating — one of several Go-specific quirks that trip up password hashing code.
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