HN Showcase
Back to browse
AutomateOrNot – decide if you should automate a test

AutomateOrNot – decide if you should automate a test

by dlindh·Jun 18, 2026·4 points·1 comment
Visit ProjectView on HN

AI Analysis

●●SolidBig BrainSlick

Research-backed decision tree from a Master's thesis, but it's still an AI wrapper on existing frameworks.

Strengths
  • •Based on David Lindholm's thesis and Garousi & Mäntylä's 43-factor checklist with industry interviews.
  • •Accepts multiple formats: CSV, XML, JSON, .feature files with no signup required.
  • •AI pre-fills decision factors, reducing manual input while keeping human confirmation.
Weaknesses
  • •AI wrapper on an existing decision framework — the research is the value, not the implementation.
  • •No evidence this produces better decisions than manually applying the checklist.
Target Audience

QA engineers, test automation leads, development teams

Similar To

TestRail · qTest · various test management tools

Similar Projects