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.
Daybreak is the most complete attempt yet to turn a frontier model into a vulnerability-finding-and-fixing system. We break down what it gets right, where the verification and economics still bite, and how it fits alongside a purpose-built engine.
GitGuardian documented three distinct supply-chain campaigns striking npm, PyPI, and Docker Hub inside a single 48-hour window in April 2026. The simultaneity tells you more about attacker tooling than any single payload does.
Helm charts can render insecure RBAC, network policies, and default passwords even when the container image itself passes every vulnerability scan cleanly.
A Claude Code skill is a folder of Markdown instructions and scripts that an AI agent loads on demand. Because it can carry executable code, it deserves the same review as any dependency.
AI coding assistants like Claude Code and Copilot introduce new supply chain risks. Here's what's actually going wrong and how to secure your pipeline.
From hidden text in resumes to poisoned web pages that hijack AI browsing agents, prompt injection has moved from research demos to real incidents. Here are the patterns and what actually blunts them.
Monorepo security fails when every check runs on every commit. Path-filtered CI, CODEOWNERS, per-workspace scanning, and merge queues fix that.
Container images pass CI clean, but running containers drift within hours via exec sessions, sidecars, and webhooks. Here's how to detect it at runtime.
Checkmarx scans code and pipelines well, but stops short of live cloud context. Here is what code-to-cloud security actually requires, with real breach examples.
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