GitLab Business Logic Security Analyzer early access for Ultimate

Wed, 21 Oct 2026 15:46:15 +0000

Platform/SRE — Skip
CI/CD — Skip
Leader — Learn: The framing that AI-assisted development is accelerating codebase growth while also lowering the cost to exploit business logic flaws is a useful input for prioritizing AppSec investment; the feature itself is pre-GA early access and not yet actionable.

SAST vs LLM security scanner: how to split roles in your pipeline

Wed, 16 Sep 2026 15:13:50 +0000

Platform/SRE — Skip
CI/CD — Learn: Useful framework for deciding where deterministic SAST and LLM-based review each earn their place in a pipeline — but no deadline, no deprecation, and no concrete change required today.
Leader — Learn: The cost-predictability gap between fixed-price SAST and variable LLM inference at enterprise scale is a useful input for AppSec toolchain strategy and budget planning, though this is vendor-authored content from GitLab.