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.
A mechanical breakdown of when Snyk Code scans fire in the IDE — on open, on save, and on manual command — and how each trigger affects scan scope and speed.
A mechanical look at how Snyk Code's pull and merge request checks isolate net-new vulnerabilities from pre-existing debt and gate merges on policy.
A mechanical look at how Snyk Code traces and visualizes a vulnerability's taint path from source to sink, step by step, inside its developer UI.
Snyk Code splits every finding into a security vulnerability or a code quality issue. Here's how that classification actually works under the hood, and why the split matters for triage.
How Snyk Code's in-file ignore annotations and UI-based suppressions work mechanically, from fingerprinting to Consistent Ignores, and where governance gaps appear.
Snyk Code speeds up repeat SAST scans on large codebases by re-analyzing only changed files instead of the whole repository each time.
How Snyk Agent Fix uses dynamic few-shot prompting and a 35,000-example database to generate, validate, and iteratively repair AI-generated code fixes.
Snyk Agent Fix patches one file per finding. Here's why that scope exists, which vulnerability classes need multi-file fixes, and how to catch what a single-file patch leaves behind.
Snyk Code applies one hybrid AI-plus-symbolic engine to ten languages, but rule depth, autofix coverage, and taint tracking vary widely by language.
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