GhostQA isn’t just about writing tests. It helps you manage all aspects of quality assurance in one place. Manage your test resources easily with built-in version control and collaboration features.
Our smart technology adapts to changes automatically, so you don’t have to keep fixing broken tests. See your applications and their processes clearly with our visual tools.
As technology moves toward low code, no code, and cloud apps, GhostQA helps you tackle the new testing challenges that come with them. Our platform keeps up with updates and connects you with solutions from top vendors, making sure you always have the right tools.
Multi-tenancy
Software Development
Jira Integration
40%
improved app launch time
60%
Optimized backend API integration
100%
timely development
About the client
Mechlin Technologies is a US-based IT consulting firm with over 11 years of experience in software development, mobile app development, business consulting, and quality assurance. The company has successfully delivered more than 500 projects, serving clients globally with a team of over 100 professionals. Their mission is to provide advanced, cost-effective, and reliable products and services, ensuring client satisfaction through innovation and timely delivery.
Tech stack
Python
Playwright
React
Sql
.NET
Challenges & solutions
Challenge
Manual test creation, execution, and analysis can be time-consuming and prone to errors. As software applications become more complex, traditional testing methodologies struggle to keep up with rapid development cycles, leading to delayed releases, missed bugs, and inefficient workflows. A more intelligent approach was required to automate these processes, minimize human error, and optimize test management.
Solution
The solution involved the development and integration of an AI-driven framework that enhances the entire testing process. Key components included:
Challenge
Complexity in Initial Setup: Integrating LangChain, LangGraph, and LangSmith required a certain level of expertise and initial setup effort. However, the benefits quickly outweighed the complexity once the system was operational.
Solution
LangChain for Workflow Management: LangChain was used to create intelligent agents capable of managing complex workflows, like generating test cases based on page elements, explaining the logic behind the tests, and summarizing test outcomes. LangChain also facilitated the handling of user interactions and feedback during test case reviews.
Challenge
Evolving AI Models: Continuous improvements in AI models are essential for keeping up with the increasing complexity of software systems. Regular updates and training were required to ensure that the system stayed effective.
Solution
LangGraph for Element Classification and Memory Management: LangGraph was incorporated to create a structured pipeline for managing element classification and associating UI components with corresponding test cases. Additionally, it provided a vector memory system that learned from past tests and outcomes, improving test creation over time.
Challenge
Data Privacy and Security: The system relies on AI models that process sensitive data (test logs, code snippets, etc.). Ensuring the security and privacy of this data is crucial for maintaining compliance with industry standards.
Solution
LangSmith for Debugging and Reporting: LangSmith played a critical role in monitoring, evaluating, and refining test cases, ensuring they were aligned with best practices. It was also used to trace bugs and test failures, providing a clear and actionable debugging process for users.
Client Feedback
GhostQA has been a game changer for our mobile testing process. It saved our team hours of repetitive QA work and gave us the confidence to push releases faster without compromising quality. The setup was smooth, and the support team has been incredibly responsive. Highly recommended for teams looking to scale smart
Team Radwell
The way we deal with your task and help achieve results
Collaborative Scoping:
working closely with the Mechlin team to identify QA gaps and prioritize automation features that would bring immediate value.
Agile Execution:
we aligned GhostQA implementation with bi-weekly sprints, ensuring each update was tested thoroughly and delivered with speed.
Performance-First Optimization:
leveraging GhostAI for smart regression while ensuring the platform met compliance standards for both App Store and Play Store submissions.
Compliance & Deployment:
we ensured compliance and deployment-readiness by combining manual and automated testing cycles, delivering reliable, audit-compliant builds every sprint.
Post-Sprint Stabilization:
using tools like BrowserStack and Firebase Test Lab, validating real-device performance and ensuring each release was stable and production-ready.
Success stories
Check out a few case studies that show why Mechlintech will meet your business needs.
Supply chain dashboard
The client needed to optimize the work of employees by building a data source integration and reporting system to use at different management levels. Ultimately, we developed a system that unifies relevant data from all sources and stores them in a structured form, which saves more than 90 hours of manual work monthly.
90h+
manual work reduced
Mukesh Kumar
Delivery Manager
Mechlin Technologies
