Explore how Jev enhances task classification and model routing in Keen Code, streamlining coding processes.
Managing tasks in coding can be complex, especially when determining the nature of each task. Developers often struggle with classifying tasks accurately, which can lead to inefficiencies and miscommunication. Jev addresses this by providing a clear classification system that helps in routing tasks to the appropriate models based on their complexity.
For each message received from the user, Jev classifies the task into one of three categories: simple, standard, or complex.
Keen Code queries Jev to assess whether the task is a new one, providing a probability score to guide further actions.
Using a heuristic approach, Keen Code switches to the appropriate pre-configured model based on the classification result, ensuring optimal task handling.
Plan, execute and review a cross-cutting refactor in small batches, with Claude Code making the edits and GitHub Copilot reviewing each PR.
Copilot and Claude review each PR for bugs, missing tests and risky changes before a human looks, so reviewers can focus on design.
Claude Code reads your coverage report, picks the riskiest untested modules and writes unit tests that pass, one small PR at a time.