QA engineers spend too much time on repetitive tasks (regression, log reviews, bug reporting).
Companies face higher costs and risks due to human error and inefficient QA cycles.
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**Our AI Solution **
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OptiQA is an AI-powered Quality Assurance automation platform designed to simplify and accelerate the testing process for web applications.
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Its purpose is to:
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-Reduce manual testing effort.
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-Automatically generate, execute, and validate test cases using AI.
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-Enable QA engineers and developers to test faster, smarter, and more efficiently.
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-Provide detailed, real-time test results and maintain prompt/test history for traceability.
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**Key Capabilities **
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- AI-driven Test Generation: Users can input natural language prompts; AI converts them into executable test cases.
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- Automated Execution: Playwright executes the generated test scripts automatically.
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- Result Visualization: Users can view detailed results for each test run — including pass/fail status, screenshots, and logs.
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- Prompt History Management: All user prompts and corresponding results are stored and retrievable.
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- User Authentication: Secure login/signup using JWT-based authentication.
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**Technology Stack **
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Frontend
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React.js, Tailwind CSS
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Backend
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Node.js, Express.js
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Database
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PostgreSQL
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AI/ML
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OpenAI GPT-4o-mini
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Test Execution
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Playwright
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Authentication
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JWT (JSON Web Tokens)
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Hosting (optional)
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AWS / Render / Vercel
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**HLD - High Level Design Diagram**
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**Our AI Solution **
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OptiQA automates software quality assurance by: Generating test cases from user stories and requirements. Running automated regression tests. Parsing execution logs, screenshots, and crash reports. Producing intelligent QA reports with results, failures, and insights.
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**Technology Stack**
AI/ML Models: AI Core (Python Services) NLP models (spaCy/Transformers) for test case generation from requirements. Log parsing and anomaly detection via ML classifiers. Rule-based system for mapping failures to probable causes.