Snyk Agent Fix: Autofix in the Field
Snyk's February 2026 AI Security Fabric pitched DeepCode AI and Agent Fix as autonomous remediation. We ran Agent Fix against 412 real SAST findings to test the 80% accuracy claim.
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's February 2026 AI Security Fabric pitched DeepCode AI and Agent Fix as autonomous remediation. We ran Agent Fix against 412 real SAST findings to test the 80% accuracy claim.
Through 2025-2026, Sonatype Nexus Firewall, JFrog Curation, and Harness Artifact Registry shipped policy features specifically aimed at the Shai-Hulud pass-through problem, where private mirrors silently replicated malicious upstream packages.
France's Senate passed the Resilience bill on 12 March 2025 — the omnibus law transposing NIS2 and CER — after the Commission's reasoned opinion of 7 May 2025 escalated infringement proceedings.
FedRAMP 20x Phase Two is running Moderate-baseline pilots through Q2 2026. We walk through KSIs, machine-readable OSCAL, and the path to wide-scale adoption.
If you use an LLM anywhere in your security program — triage, remediation, detection — you need an eval suite with the same rigor as your test suite. Here is a concrete harness: datasets, thresholds, CI gates, and drift detection.
Trusted Token Issuer support in IAM Identity Center lets workloads exchange OIDC tokens for AWS sessions without long-lived keys. Here is how that reshapes build pipeline trust.
An AI factory is the industrialized pipeline that turns data and compute into deployed models at scale. Treating it like a factory means securing every stage, not just the model.
PHP 7.4.33 was the final release in the 7.4 line before it reached end of life — running it today means every new vulnerability discovered afterward goes unpatched by design.
To mitigate supply chain attacks, you secure everything you did not write: dependencies, build systems, and the pipeline that ships your code. Here is how.
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