Insights: find flaky, low-value, and redundant test cases
Qualflare's Insights page lists test cases that are flaky, low-value or redundant, with the AI's reasoning and confidence, so you can tidy your suite.
Qualflare now points out the test cases that cost you time without adding coverage. The new Insights page collects flaky, low-value and redundant cases that Qualflare finds as it analyzes your launches, and explains why each one was flagged.
What's new
- One place for suite clean-up. Tabs for Flaky, Low Value and Redundant, with each case's suite, a confidence level and when it was detected.
- Redundant cases, side by side. For a redundant case, Qualflare shows the similar case it overlaps with, a similarity score and the AI's reasoning, so you can decide whether you need both.
- Low-value scores. For a low-value case, you see the signals behind the call: overall value, failure rate, duration efficiency, freshness and total runs.
- You stay in control. Accept or Dismiss each recommendation, and filter by Active, Accepted, Declined or Stale. Qualflare never deletes or quarantines a case on its own.
- Notifications lead here. Alerts about flaky, low-value or redundant cases open Insights already filtered to that type.
How to use it
Open Insights from the project sidebar (named AI Insights since July 2026). Recommendations appear after Qualflare has analyzed some of your launches, so there's nothing to set up. AI features need to be on for the project under Project Settings → AI.
Availability
Redundant-case detection counts against your plan's monthly Case Analysis allowance. Flaky and low-value checks don't. It launched on the Scale and Enterprise plans. It is part of AI test suite optimization, which is not included on the Starter or Open Source plans.