The Case for Autonomous Remediation Now
Manual patching is a losing race against the rate of new vulnerabilities. Autonomous remediation is not a future technology — it is the only workflow that keeps pace with modern supply chains.
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.
Manual patching is a losing race against the rate of new vulnerabilities. Autonomous remediation is not a future technology — it is the only workflow that keeps pace with modern supply chains.
Third-party risk management explained: what it covers, why SolarWinds and MOVEit made it board-level, and how modern TPRM differs from supply chain security.
While organizations were still reeling from the first MOVEit zero-day, a second critical vulnerability was found — raising questions about the product's security.
AI bills of materials moved from proposal to procurement requirement. A practical comparison of CycloneDX ML-BOM, SPDX 3.0 AI profile, and what to ship in 2026.
The Safeguard Research team ran reachability analysis across a large corpus of real codebases. This is what we learned about which CVEs actually matter.
Flask gives you room to make mistakes. This is a long look at the patterns that keep Flask apps safe in 2023, covering sessions, extensions, Werkzeug, and Jinja.
Vendor risk management now means tracking code-level supply chain risk, not just SOC 2 reports—here's what it covers, how to tier vendors, and what regulations require it.
SSRF lets attackers reach internal services through your application. In cloud environments, that often means access to instance metadata and IAM credentials.
How attackers hijack Gradle plugins, typosquat the Plugin Portal, and inject code into build.gradle files to run with full CI trust — and how to stop it.
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