Mintlify makes use of AI to generate documentation from code

Mintlify, a startup creating software program to automate software program documentation duties, at the moment introduced that it raised $2.8 million in a seed spherical led by by Bain Capital Ventures with participation from TwentyTwo Ventures and Quinn Slack, Sourcegraph’s co-founder. CEO Han Wang says that the proceeds shall be put towards product growth and doubling Mintlify’s core three-person workforce by the top of the 12 months.

Ithaca, New York-based Mintlify was co-founded in 2021 by Han Wang and Hahnbee Lee — each software program engineers by commerce. Wang beforehand co-launched Foodful, a startup that developed a cloud-based monitoring system for cows, and Pe•ple, a web-based buyer neighborhood platform that was acquired by Tribe in early 2021. Lee was a co-founder at Pe•ple earlier than briefly becoming a member of Duolingo as an engineer.

Wang stated the thought for Mintlify got here from his and Lee’s experiences in software program growth, which concerned working with documentation that wasn’t all the time full or of the very best high quality. Their observations agree with a 2017 GitHub survey, which discovered that 93% of builders contemplate incomplete or outdated documentation to be a pervasive downside.

“We’ve labored as software program engineers at firms in all phases starting from startups to Massive Tech and located that all of them undergo from dangerous documentation, if it even existed in any respect,” Wang informed TechCrunch in an e-mail interview. “Documentation is the lifeline for junior engineers and people leaping into new codebases. It helps senior devs save time from explaining their code to others sooner or later. For public-facing and open supply merchandise, documentation has a direct impression on person adoption.”


Picture Credit: Mintlify

Mintlify goals to handle the challenges round documentation with automation, particularly auto-generating documentation. The corporate’s platform reads code and creates docs to clarify it, leveraging applied sciences together with pure language processing and net scraping.

Wang declined to disclose extra about Mintlify’s technical underpinnings, however producing documentation from code is properly throughout the realm of chance with at the moment’s AI strategies. That’s evidenced by the truth that Mintlify has a number of opponents taking comparable approaches, together with Documatic, whose AI system robotically generates change logs and explanations from code along with documentation.

Wang asserts that Mintlify gives “considerably” larger high quality outcomes than its rivals, and — not like some — doesn’t pressure builders to host documentation on a cloud service. “Mintlify’s mission is to unravel documentation rot by creating steady documentation into a regular observe for software program groups,” Wang added. “[W]hen engineering managers are actively in search of options for higher documentation practices … that’s after we step in.”

Past producing documentation, Mintlify routinely scans for “stale” documentation and detects how customers interact with the documentation to enhance its readability. (Wang emphasised that the platform doesn’t retailer code and encrypts all person knowledge at relaxation and in transit.) Mintlify, which is free for particular person builders, additionally integrates with present programs together with Slack, Dropbox and GitHub for automating process administration and growth workflows.

In accordance with Wang, adoption of Mintlify’s free plan has been rising 20% each week since its January launch. With the person base now eclipsing 6,000 energetic accounts, the corporate plans to shift its focus to a premium providing oriented towards enterprise prospects.

“The pandemic standardized a decentralized and asynchronous work setting. This made high-quality documentation essential to reaching environment friendly communication, onboarding and product growth,” Wang stated. “Our growth into workflow automations is addressing the problem by concentrating on the engineering managers with our present fanbase serving as champions.”

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