Case Studies

Deep dives into real-world QA automation projects, challenges solved, and measurable results achieved through strategic test implementation.

Test Automation6 monthsSolo project

Playwright Test Doctor: AI-Powered Test Healing

Reducing test maintenance overhead by 60% through intelligent selector healing

An AI-powered system that automatically detects and heals failing Playwright tests by analyzing DOM changes and generating replacement selector strategies.

TypeScriptPlaywrightOpenAI APINode.jsAST Parsing
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Key Results

60% reduction
Test Maintenance Time
21% increase
Test Stability
+1 more metrics
Test Strategy8 months3 developers + 1 QA lead

QA Intelligence Suite: 20-Analyzer Testing Platform

Comprehensive repository health and quality assessment system

A comprehensive testing intelligence platform with 20 specialized analyzers for repository health, test coverage, performance bottlenecks, and migration risk assessment.

PythonTypeScriptFastAPIReactPostgreSQLDocker
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Key Results

85% earlier
Bug Detection
22% increase
Code Coverage
+1 more metrics
Test Framework12 months5 developers + 2 QA engineers

Test Strategy Optimizer: 4-Pillar Framework

Comprehensive testing framework with health monitoring and intelligent optimization

A comprehensive 4-pillar testing framework featuring health monitoring, intelligence analysis, strategy optimization, and automated training modules.

TypeScriptNode.jsPlaywrightJestKubernetesGrafana
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Key Results

73% reduction
Test Execution Time
61% increase
Team Productivity
+1 more metrics

Available for QA Automation Projects