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.
Snyk Code traces untrusted data from source to sink using interprocedural static analysis and ML ranking. Here's how the taint-tracking mechanics work.
How Snyk Code tracks tainted data across function and file boundaries using call-graph summaries, taint propagation, and hybrid symbolic AI rules.
A mechanical look at how Snyk Code builds control flow and data flow graphs to trace paths that produce race conditions and null pointer dereferences.
Check Point's CVE-2026-50751 and Cisco's seventh SD-WAN zero-day of the year are not isolated bugs — they are the same story. Here is why VPN and edge appliances keep becoming the front door for ransomware, and how to monitor and segment them.
Attackers used a disused legacy credential at marketing-intelligence vendor Klue to push code that harvested customer OAuth tokens, then walked into Salesforce and Gong instances. A textbook SaaS-to-SaaS supply chain pivot.
Black Hat USA 2026 runs August 1–6 at Mandalay Bay, with Arsenal August 4–6. Here is an honest preview of the open-source tool categories worth your time — and how to tell signal from demo-day hype.
How Snyk Code's taint-tracking engine tells sanitizers apart from insecure sources and sinks, and where the source-sink-sanitizer model still needs human review.
Snyk Code cuts SAST false positives using semantic analysis: AST/data-flow graphs plus ML trained on real code, not regex patterns. Here is how the mechanics work.
A mechanical, publicly-documented look at how Snyk Code's symbolic analysis and ML model trace source-to-sink data flow to detect SQL injection vulnerabilities.
Weekly insights on software supply chain security, delivered to your inbox.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.
