How to compare LLM API security scan results across releases using baseline diffs?

Compare LLM API security scan results across releases using baseline diffs using PromptBrake

This task can be performed using PromptBrake

AI security testing before every release

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Prompt

PromptBrake

dev-tools

PromptBrake is a pre-release security testing platform for LLM-powered APIs. It runs repeatable scans against your endpoint to catch prompt injection, data leaks, unsafe tool use, and other failure modes before production, with clear evidence, baseline diffs, and CI release gates to help teams fix issues faster.

What to expect from an ideal product

  1. PromptBrake runs the same scan suite across every release so you can diff results side by side and spot new prompt injection failures the moment they appear.
  2. Baseline diffs show exactly which LLM API behaviors changed between builds, so your team stops arguing about whether a regression came from a model update or a prompt change.
  3. Every flagged issue ships with raw evidence, request payloads, and response logs, giving developers enough context to reproduce and fix unsafe tool use without guessing.
  4. Security scan results plug directly into your CI pipeline as release gates, blocking deploys when new data leak vectors surface before they reach production users.
  5. Teams that scan once manually miss regressions on the next release. PromptBrake makes LLM security testing repeatable and version-tracked so coverage does not slip between sprints.

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