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.
If your agent can execute code, something it reads from the internet can execute code. Pick your sandbox before the agent picks one for you.
An anonymized story of how a high-growth payments FinTech slashed vulnerability backlog noise by 80% using Safeguard's reachability analysis.
Weight-level tampering leaves cryptographic and statistical fingerprints. Here is what current research says about detecting a modified checkpoint before it reaches inference.
While organizations were still reeling from the first MOVEit zero-day, a second critical vulnerability was found — raising questions about the product's security.
The Safeguard Research team ran reachability analysis across a large corpus of real codebases. This is what we learned about which CVEs actually matter.
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.
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.
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