Mintlify taps AI to automatically generate documentation from code – MovieUpdates

Mintlify, a startup developing software to automate software documentation tasks, announced today that it has raised $2.8 million in a seed round led by Bain Capital Ventures with the participation of TwentyTwo Ventures and Quinn Slack, the co-founder of Sourcegraph. CEO Han Wang says the proceeds will be spent on product development and doubling Mintlify’s core three-member team by the end of the year.

Ithaca, New York-based Mintlify was co-founded in 2021 by Han Wang and Hahnbee Lee – both software engineers by trade. Wang previously launched Foodful, a startup developing a cloud-based cow monitoring system, and Pe•ple, an online community platform for customers that was acquired by Tribe in early 2021. Lee previously co-founded Pe•ple. briefly employed by Duolingo as an engineer.

Wang said the idea for Mintlify came from his and Lee’s experiences with software development, working with documentation that was not always complete or of the highest quality. Their observations are consistent with a 2017 GitHub survey, which found that 93% of developers consider incomplete or outdated documentation to be a ubiquitous problem.

“We’ve worked as software engineers at companies at all stages, from startups to big technology, and found that they all suffer from poor documentation, if any,” Wang told MovieUpdates in an email interview. “Documentation is the lifeline for junior engineers and those jumping into new codebases. It helps senior developers save time explaining their code to others in the future. For public and open source products, documentation has a direct impact on user adoption.”


Image Credits: Mintlify

Mintlify aims to address the challenges of documentation with automation, especially automatic documentation generation. The company’s platform reads code and creates documents to explain it, using technologies such as natural language processing and web scraping.

Wang declined to reveal more about Mintlify’s technical underpinnings, but generating documentation from code is possible with current AI techniques. This is evidenced by the fact that Mintlify has several competitors that take similar approaches, including Documatic, whose AI system automatically generates changelogs and explanations of code in addition to documentation.

Wang claims Mintlify provides “significantly” higher quality results than its rivals, and – unlike some – does not force developers to host documentation on a cloud service. “Mintlify’s mission is to solve documentation rot by making continuous documentation a standard practice for software teams,” Wang added. †[W]When engineering managers are actively seeking solutions for better documentation practices, … that’s when we step in.”

In addition to generating documentation, Mintlify routinely scans for “outdated” documentation and detects how users interact with the documentation to improve readability. (Wang emphasized that the platform stores no code and encrypts all user data at rest and on the go.) Mintlify, which is free for individual developers, also integrates with existing systems, including Slack, Dropbox and GitHub to automate task management and development workflows. .

According to Wang, Mintlify’s free plan adoption is growing 20% ​​every week since its launch in January. With the user base now eclipsing its 6,000 active accounts, the company plans to shift its focus to a premium offering aimed at enterprise customers.

“The pandemic has standardized a decentralized and asynchronous work environment. This made high-quality documentation critical to achieving efficient communication, onboarding and product development,” said Wang. “Our expansion into workflow automation addresses the challenge by targeting the engineering executives with our existing fan base as champions.”

Show Love ❤️