Convert React MUI components to Tailwind with Devin
How Lumos used DevinAI to handle repetitive tasks, enhance engineering workflows, and identify practical use cases for AI tools in scaling companies, with insights on when to deploy the latest AI innovations. Task: Lumos engineers used Devin to convert React Material UI components to Tailwind CSS. They provided specific style guidelines and expected Devin to generate pull requests. Human developers reviewed the output, noting that while the conversion was accurate, it lacked automated linting integration, requiring manual fixes before merging.; tools: Devin. Human role: The original post does not say how a person stayed involved.; limitations: Devin requires extensive 'Knowledge' population (context about codebase conventions) to function effectively. It lacks native integration with pre-commit hooks or linters unless explicitly configured. The tool has high variance in output quality and may get stuck in loops without human intervention. Costs average $20 per PR..
Tools
Published on Agent Work Atlas:
Overview
How Lumos used DevinAI to handle repetitive tasks, enhance engineering workflows, and identify practical use cases for AI tools in scaling companies, with insights on when to deploy the latest AI innovations.
Workflow
Lumos engineers used Devin to convert React Material UI components to Tailwind CSS. They provided specific style guidelines and expected Devin to generate pull requests. Human developers reviewed the output, noting that while the conversion was accurate, it lacked automated linting integration, requiring manual fixes before merging.
Reported result
The source reports that Devin performed well on the conversion but did not create a 'stampable' (ready-to-merge) PR due to missing linting steps. Over a 48-day period, Devin pushed 44 PRs, with 19 merged. The text does not provide specific metrics for the Tailwind conversion task alone, only general usage stats.
Human role
The original post does not say how a person stayed involved.
Limitations
Devin requires extensive 'Knowledge' population (context about codebase conventions) to function effectively. It lacks native integration with pre-commit hooks or linters unless explicitly configured. The tool has high variance in output quality and may get stuck in loops without human intervention. Costs average $20 per PR.
Try it
I want to use Devin to convert a specific React component from Material UI to Tailwind CSS. Here is the file path: [replaceable file path]. Here are our Tailwind style guidelines: [replaceable style guide link or text]. Please generate a PR for this conversion. Before finalizing, ensure you run our linter: [replaceable linter command]. If the linter fails, fix the issues. Do not merge the PR; leave it for my review. First, show me a dry run of the changes for one small component to confirm the approach is correct. If the output looks good, proceed with the full conversion. If you encounter errors, stop and ask for clarification.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.