Toptal helps AI company cut release note time by 90% and boost test coverage by 20%.
An AI company partnered with Toptal to automate release documentation and expand end-to-end testing, accelerating releases while improving deployment reliability.
Client
A US-based AI company building coding agents that help engineering teams automate software development tasks.
Revenue
Industry
Software ServicesDelivered Services
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Manual release notes were slow and prone to errors, while limited end-to-end test coverage increased engineering effort and the risk of production issues.
Solution
AI Release Automation
Toptal integrated the OpenAI API to automatically generate release notes, replacing a time-consuming manual process with faster, more consistent documentation.
Expanded Automated Testing
Using Midscene and Playwright, the team expanded end-to-end testing for critical user flows and integrated the automated tests directly into the CI/CD pipeline.
Outcome
Faster Documentation
Automating release notes reduced creation time by approximately 90%, saving engineering time and helping the company move through release cycles faster.
Improved Test Coverage
Automated test coverage increased by more than 20%, strengthening deployment confidence and contributing to fewer production issues.
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