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