How a SaaS Startup Reduced Test Maintenance by 90%
Self-healing automation transformed their QA workflow
Services Used:
Series B SaaS Startup
SaaS / Project Management
San Francisco, USA
The Challenge
What Series B SaaS Startup was facing
A fast-growing project management SaaS company was shipping weekly updates, but their automated test suite was becoming a bottleneck. Every UI change broke dozens of tests, and the QA team spent more time fixing tests than catching bugs.
2,000+ automated tests breaking constantly with UI updates
QA team spending 60% of time on test maintenance
Test suite runtime exceeded 6 hours
Developers lost confidence in test results due to false positives
Release delays of 2-3 days waiting for test fixes
The Solution
How BugBrain helped
BugBrain implemented self-healing test automation that automatically adapts to UI changes, combined with intelligent test selection to run only relevant tests for each code change.
Migrated tests to self-healing automation framework
AI-powered element detection that survives UI refactors
Smart test selection based on code change analysis
Automated flaky test detection and quarantine
Real-time test health monitoring dashboard
The Results
Measurable outcomes from our partnership with Series B SaaS Startup
Maintenance Reduction
Less time spent fixing broken tests
Test Runtime
Down from 6+ hours with smart selection
Release Velocity
Faster releases without quality trade-offs
Bug Escape Rate
Fewer bugs reaching production
“Our tests used to be the bottleneck everyone dreaded. Now they run automatically and just work. BugBrain transformed testing from a pain point into a competitive advantage.”
Engineering Lead
Series B SaaS Startup
Topics covered in this case study:
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