Enterprise

Mintlify taps AI to automatically generate documentation from code

Comment

Image Credits: Dmitry Bairachnyi (opens in a new window) / Getty Images

Mintlify, a startup developing software to automate software documentation tasks, today announced that it raised $2.8 million in a seed round 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 will be put toward product development and doubling Mintlify’s core three-person 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 co-launched Foodful, a startup that developed a cloud-based monitoring system for cows, and Pe•ple, an online customer community platform that was acquired by Tribe in early 2021. Lee was a co-founder at Pe•ple before briefly joining Duolingo as an engineer.

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 Their observations agree with a 2017 GitHub survey, which found that 93% of developers consider incomplete or outdated documentation to be a pervasive problem.

“We’ve worked as software engineers at companies in all stages ranging from startups to Big Tech and found that they all suffer from bad documentation, if it even existed at all,” Wang told TechCrunch in an email interview. “Documentation is the lifeline for junior engineers and those jumping into new codebases. It helps senior devs save time from explaining their code to others in the future. For public-facing and open source products, documentation has a direct impact on user adoption.”

Mintlify
Image Credits: Mintlify

Mintlify aims to address the challenges around documentation with automation, specifically auto-generating documentation. The company’s platform reads code and creates docs to explain it, leveraging technologies including natural language processing and web scraping.

Wang declined to reveal more about Mintlify’s technical underpinnings, but generating documentation from code is well within the realm of possibility with today’s AI techniques. That’s evidenced by the fact that Mintlify has several competitors taking similar approaches, including Documatic, whose AI system automatically generates change logs and explanations from code in addition to documentation.

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

Beyond generating documentation, Mintlify routinely scans for “stale” documentation and detects how users engage with the documentation to improve its readability. (Wang emphasized that the platform doesn’t store code and encrypts all user data at rest and in transit.) Mintlify, which is free for individual developers, also integrates with existing systems including Slack, Dropbox and GitHub for automating task management and development workflows.

According to Wang, adoption of Mintlify’s free plan has been growing 20% every week since its January launch. With the user base now eclipsing 6,000 active accounts, the company plans to shift its focus to a premium offering oriented toward enterprise customers.

“The pandemic standardized a decentralized and asynchronous work environment. This made high-quality documentation critical to achieving efficient communication, onboarding and product development,” Wang said. “Our expansion into workflow automations is addressing the challenge by targeting the engineering managers with our existing fanbase serving as champions.”

More TechCrunch

The prospects for troubled banking-as-a-service startup Synapse have gone from bad to worse this week after a United States Trustee filed an emergency motion on Wednesday.  The trustee is asking…

A US Trustee wants troubled fintech Synapse to be liquidated via Chapter 7 bankruptcy, cites ‘gross mismanagement’

U.K.-based Seraphim Space is spinning up its 13th accelerator program, with nine participating companies working on a range of tech from propulsion to in-space manufacturing and space situational awareness. The…

Seraphim’s latest space accelerator welcomes nine companies

OpenAI has reached a deal with Reddit to use the social news site’s data for training AI models. In a blog post on OpenAI’s press relations site, the company said…

OpenAI inks deal to train AI on Reddit data

X users will now be able to discover posts from new Communities that are trending directly from an Explore tab within the section.

X pushes more users to Communities

For Mark Zuckerberg’s 40th birthday, his wife got him a photoshoot. Zuckerberg gives the camera a sly smile as he sits amid a carefully crafted re-creation of his childhood bedroom.…

Mark Zuckerberg’s makeover: Midlife crisis or carefully crafted rebrand?

Strava announced a slew of features, including AI to weed out leaderboard cheats, a new ‘family’ subscription plan, dark mode and more.

Strava taps AI to weed out leaderboard cheats, unveils ‘family’ plan, dark mode and more

We all fall down sometimes. Astronauts are no exception. You need to be in peak physical condition for space travel, but bulky space suits and lower gravity levels can be…

Astronauts fall over. Robotic limbs can help them back up.

Microsoft will launch its custom Cobalt 100 chips to customers as a public preview at its Build conference next week, TechCrunch has learned. In an analyst briefing ahead of Build,…

Microsoft’s custom Cobalt chips will come to Azure next week

What a wild week for transportation news! It was a smorgasbord of news that seemed to touch every sector and theme in transportation.

Tesla keeps cutting jobs and the feds probe Waymo

Sony Music Group has sent letters to more than 700 tech companies and music streaming services to warn them not to use its music to train AI without explicit permission.…

Sony Music warns tech companies over ‘unauthorized’ use of its content to train AI

Winston Chi, Butter’s founder and CEO, told TechCrunch that “most parties, including our investors and us, are making money” from the exit.

GrubMarket buys Butter to give its food distribution tech an AI boost

The investor lawsuit is related to Bolt securing a $30 million personal loan to Ryan Breslow, which was later defaulted on.

Bolt founder Ryan Breslow wants to settle an investor lawsuit by returning $37 million worth of shares

Meta, the parent company of Facebook, launched an enterprise version of the prominent social network in 2015. It always seemed like a stretch for a company built on a consumer…

With the end of Workplace, it’s fair to wonder if Meta was ever serious about the enterprise

X, formerly Twitter, turned TweetDeck into X Pro and pushed it behind a paywall. But there is a new column-based social media tool in town, and it’s from Instagram Threads.…

Meta Threads is testing pinned columns on the web, similar to the old TweetDeck

As part of 2024’s Accessibility Awareness Day, Google is showing off some updates to Android that should be useful to folks with mobility or vision impairments. Project Gameface allows gamers…

Google expands hands-free and eyes-free interfaces on Android

A hacker listed the data allegedly breached from Samco on a known cybercrime forum.

Hacker claims theft of India’s Samco account data

A top European privacy watchdog is investigating following the recent breaches of Dell customers’ personal information, TechCrunch has learned.  Ireland’s Data Protection Commission (DPC) deputy commissioner Graham Doyle confirmed to…

Ireland privacy watchdog confirms Dell data breach investigation

Ampere and Qualcomm aren’t the most obvious of partners. Both, after all, offer Arm-based chips for running data center servers (though Qualcomm’s largest market remains mobile). But as the two…

Ampere teams up with Qualcomm to launch an Arm-based AI server

At Google’s I/O developer conference, the company made its case to developers — and to some extent, consumers — why its bets on AI are ahead of rivals. At the…

Google I/O was an AI evolution, not a revolution

TechCrunch Disrupt has always been the ultimate convergence point for all things startup and tech. In the bustling world of innovation, it serves as the “big top” tent, where entrepreneurs,…

Meet the Magnificent Six: A tour of the stages at Disrupt 2024

There’s apparently a lot of demand for an on-demand handyperson. Khosla Ventures and Pear VC have just tripled down on their investment in Honey Homes, which offers up a dedicated…

Khosla Ventures, Pear VC triple down on Honey Homes, a smart way to hire a handyman

TikTok is testing the ability for users to upload 60-minute videos, the company confirmed to TechCrunch on Thursday. The feature is available to a limited group of users in select…

TikTok tests 60-minute video uploads as it continues to take on YouTube

Flock Safety is a multibillion-dollar startup that’s got eyes everywhere. As of Wednesday, with the company’s new Solar Condor cameras, those eyes are solar-powered and use wireless 5G networks to…

Flock Safety’s solar-powered cameras could make surveillance more widespread

Since he was very young, Bar Mor knew that he would inevitably do something with real estate. His family was involved in all types of real estate projects, from ground-up…

Agora raises $34M Series B to keep building the Carta for real estate

Poshmark, the social commerce site that lets people buy and sell new and used items to each other, launched a paid marketing tool on Thursday, giving sellers the ability to…

Poshmark’s ‘Promoted Closet’ tool lets sellers boost all their listings at once

Google is launching a Gemini add-on for educational institutes through Google Workspace.

Google adds Gemini to its Education suite

More money for the generative AI boom: Y Combinator-backed developer infrastructure startup Recall.ai announced Thursday it has raised a $10 million Series A funding round, bringing its total raised to over…

YC-backed Recall.ai gets $10M Series A to help companies use virtual meeting data

Engineers Adam Keating and Jeremy Andrews were tired of using spreadsheets and screenshots to collab with teammates — so they launched a startup, CoLab, to build a better way. The…

CoLab’s collaborative tools for engineers line up $21M in new funding

Reddit announced on Wednesday that it is reintroducing its awards system after shutting down the program last year. The company said that most of the mechanisms related to awards will…

Reddit reintroduces its awards system

Sigma Computing, a startup building a range of data analytics and business intelligence tools, has raised $200 million in a fresh VC round.

Sigma is building a suite of collaborative data analytics tools