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The pure hell of managing your JPEGs

Hello and welcome back to Equity, TechCrunch’s venture capital-focused podcast, where we unpack the numbers behind the headlines.

Natasha and Alex and Grace and Chris were joined by none other than TechCrunch’s own Mary Ann Azevedo, in her first-ever appearance on the show. She’s pretty much the best person and we’re stoked to have her on the pod.

And it was good that Mary Ann was on the show this week as she wrote about half the dang site. Which meant that we got to include all sorts of her work in the rundown. Here’s the agenda:

And that’s a wrap, for, well, at least the next five seconds.
Equity drops every Monday at 7:00 a.m. PDT, Wednesday, and Friday morning at 7:00 a.m. PDT, so subscribe to us on Apple PodcastsOvercastSpotify and all the casts.

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Best practices as a service is a key investment theme to watch in 2021

Enterprise IT has been completely transformed by SaaS the past decade. Okta last week published a report that showed that the largest companies now use 175 apps, a doubling over the past few years. More professionals have more tools to do their jobs than ever before. It’s an explosion of creativity and expressiveness and operational latitude — but also a recipe for disaster.

It’s one thing to give people and businesses tools — and something else to train them to use those tools effectively. Worse, as the number and complexity of software has skyrocketed the past decade, it’s only become harder for end users to grapple with offering their customers the best possible experience.

That’s the opportunity for a range of new tools that are designed to guide — sometimes forcefully — people to use the software they have in the best possible way, in what you might dub “best practices as a service.” It’s software that is opinionated on what “best” looks like within its domain, and ensures that as many people follow that model as possible with minimal dissension. It’s simplicity-in-a-box for a complex world.

Let me give some examples from a few major fields of startups in e-commerce, security, web development and finally, in my chosen profession, writing to illustrate what I mean.

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Startups Weekly: The unicorn from down under, an Uber TV show and All Raise’s expansion

Hello and welcome back to Startups Weekly, a weekend newsletter that dives into the week’s noteworthy news pertaining to startups and venture capital. Before I jump into today’s topic, let’s catch up a bit. Last week, I wrote about Revel, a recent graduate of Y Combinator that’s raised a small seed round.

Remember, you can send me tips, suggestions and feedback to kate.clark@techcrunch.com or on Twitter @KateClarkTweets. If you don’t subscribe to Startups Weekly yet, you can do that here.


What happened this week?

Uber the TV show

Is anyone surprised Mike Isaac’s “Super Pumped” is set to become a TV show? Travis Kalanick’s notorious journey to CEO of Uber and subsequent ouster was made for television. This week, news broke that Showtime’s Brian Koppelman and David Levien, the creators and showrunners of “Billions,” would develop the project, with Isaac himself on board to executive produce. I will be watching.

All Raise expansion

All Raise, an 18-month-old nonprofit organization that seeks to amplify the voices of and support women in tech, announced new chapters in Los Angeles and Boston this week. I spoke with leaders of the organization about expansion plans, new hires, product launches and more. “Women are hungry for the support and guidance we provide. I think the movement is just gathering momentum,” All Raise CEO Pam Kostka told me.

VCThe unicorn from down under

You’ve probably heard of Canva by now. The Australian tech company, which has developed a simplified graphic design tool, is worth a whopping $3.2 billion as of this week. Investors in the company include Bond, General Catalyst, Bessemer Venture Partners, Blackbird and Sequoia China. Alongside a fresh $85 million funding, Canva is also making its foray into enterprise with the launch of Canva for Enterprise. Read about that here.


What else?

  1. The Station, TechCrunch’s Kirsten Korosec’s new weekly newsletter, has officially launched. She is going deep each week on all things mobility and transportation. You can read her first one here and subscribe here.
  2. ‘Cloud kitchens’ is an oxymoron, says TechCrunch editor Danny Crichton. He penned an interesting piece this week, arguing cloud kitchens are just adding more competition to one of the most competitive industries in the world, and that isn’t a path to leverage.
  3. NASA made history this week when astronauts Christina H. Koch and Jessica Meir took part in the first-ever spacewalk in the agency’s history featuring only women. No, this isn’t startup-related but it’s pretty damn cool. Watch the video here.
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NASA astronauts Christina H. Koch and Jessica Meir


VC deals


Startup spotlight: Petalfox. I discovered the business earlier this week. Basically, it’s a super easy way to order flowers, coffee and others goods via SMS. I’m trying it out. That’s all.


Equity

This week was honestly a treat. We had myself in the studio along with Alex Wilhelm and a special guest, Sarah Guo from Greylock Partners, a venture firm (obviously). Guo has the distinction of having the best-ever fun fact on the show. We kicked off with Grammarly, a company that recently put $90 million into its accounts. Then chatted about Lattice, Tempest, WeWork, SaaS, the future of valuations in Silicon Valley and more if you can believe it. Listen here.

Equity drops every Friday at 6:00 am PT, so subscribe to us on iTunesOvercast and all the casts.

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DeepCode cleans your code with the power of AI

Zurich-based DeepCode claims that their system — essentially a tool for analyzing and improving code — is like Grammarly for programmers. The system, which uses a corpus of 250,000 rules, reads your public and private GitHub repositories and tells you how to fix problems, remain compatible and generally improve your programs.

Founded by Veselin Raychev, advisor Martin Vechev and Boris Paskalev, the team has extensive experience in machine learning and AI research. This project is a spin-off from ETH in Switzerland and is a standalone research project turned programming utility.

How does it work? Pretty well. I ran one of my public repositories through the system and received 49 suggestions in 449 files. The fixes range from literal code changes — changing name: String, to name: {type: String}, — to suggestions for code that might be actually missing in function calls. It’s an interesting tool, especially if you need help finding hidden bugs in your code. The advice this tool gives is also surprisingly precise. Because it can build its own recommendations based on large amounts of code it finds things humans might miss.

“We built a platform that understands the intent of the code,” said Paskalev. “We autonomously understand millions of repositories and note the changes developers are making. Then we train our AI engine with those changes and can provide unique suggestions to every single line of code analyzed by our platform.”

“Today we have more than 250K rules and growing daily,” said Paskalev. “Our competition has to manually create rules and the biggest competitor has 3-4,000 rules and they’ve been working for years.

The company is self-funded and recently raised $1.1 million from btov. The founders are serial entrepreneurs. Paskalev worked at VistaPrint and PPAG and Raychev worked for Google and is a researcher in the field of machine learning in programming language semantics.

More than a simple debugger, DeepCode “reads” and tries to compare code to other implementations, giving you best-of-class performance from every line. Now the team just has to get programmers to use it.

“We have a unique platform that understands software code the same way Grammarly understands written language,” Paskalev said. “This unique proposition is positioned us save billions of dollars within the software development community with our first service and then to be on the front end of transforming the industry towards fully autonomous code synthesis.”

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