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.
Finding vulnerabilities is the easy half. A working remediation program needs ownership, evidence-based prioritization, and SLAs that engineering teams can actually hit.
A SAST report is a list of claims, not a list of bugs. How to read data-flow traces, judge severity honestly, and run a triage workflow that keeps the queue moving.
Food gets an ingredient panel; software gets an SBOM. What a software ingredient label contains, who is demanding one, and how to generate yours automatically.
Snyk Code applies one hybrid AI-plus-symbolic engine to ten languages, but rule depth, autofix coverage, and taint tracking vary widely by language.
A technical walkthrough of how Snyk Code's SARIF output is generated, uploaded, and deduplicated inside GitHub Advanced Security's code scanning pipeline.
LLMs invent plausible package names; attackers register them and wait. How slopsquatting works, why hallucinations repeat predictably, and the gates that stop it.
How Snyk Code's confidence scoring works under the hood, and why "high confidence" and "severity" are not the same axis for triage.
RSAC 2026 made it official: the industry is consolidating. But platform breadth buys you integration and data gravity at the cost of lock-in and concentration risk. Here is where consolidation genuinely helps, and where it quietly hurts.
Cisco confirmed limited in-the-wild exploitation of CVE-2026-20262, an arbitrary file-write zero-day in Catalyst SD-WAN Manager, alongside CVE-2026-20245. Here's what the chain actually buys an attacker and why edge management planes keep ending up on the KEV list.
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