First Form updated AI agent for development

Company First Form has implemented updates to its AI agent designed for automating code writing and review processes. As part of a planned infrastructure upgrade, the team revised the set of language models used, ensuring the ability to quickly switch between them.

The key change was the update of the proprietary Muse Spark model from version 1.2 to 1.3. Additionally, the Gemini 3.8 Flash model was added to the development contour. The integration of new solutions is accompanied by the implementation of an automated rollback system, which allows for instant return to the previous version of the model in case of errors or decreased code generation quality.

The update process includes regular monitoring of model performance on the company's specific tasks. Developers use a pipeline that allows testing new versions of LLM in an isolated environment before their full launch in production. This minimizes the risks associated with API instability or changes in response logic when updating the base models.

These changes are aimed at increasing the speed of request processing and the accuracy of code refactoring tasks. The use of Gemini 3.8 Flash in conjunction with the updated Muse Spark allows the agent to more effectively work with development tools, reducing the time spent on routine operations in the CI/CD contour.