Podcast Episode

AI Can Write Code. Why Isn’t Software Better?

The a16z Show
Episode 1212Sep 28, 202643 minEN
Guest
DADiogo Almeida

Who’s talking

4 speakers
Speaker 423 min · 56%
Martin Casado10 min · 25%
Ben Horowitz5 min · 12%
Diogo Almeida3 min · 8%

Transcript

751 turns · 43 min
DA
Diogo Almeida0:00

Where the fuck is all the automation?

MC
Martin Casado0:02

Yeah.

DA
Diogo Almeida0:02

AI is so unbelievably smart, and yet it's so useless at all other stuff.

MC
Martin Casado0:07

It doesn't matter how much AI coding agents you use, the software actually isn't getting better. [laughs]

DA
Diogo Almeida0:11

[laughs]

MC
Martin Casado0:11

Maybe you're writing it faster. It's like-

DA
Diogo Almeida0:13

Yes

MC
Martin Casado0:13

... arguably getting worse.

DA
Diogo Almeida0:14

OpenAI has been trying to automate customer service since 2020. What I want instead is smart software. I want to expand what software itself can do, such that things that should be automatable can then be automatable.

BH
Ben Horowitz0:27

My favorite thing that you guys say is, "We build prod, not God."

MC
Martin Casado0:30

[laughs] That's so good.

BH
Ben Horowitz0:32

Because if we had any other kind of, like, big lab leader, even if they had joy, they would cover that.

MC
Martin Casado0:37

[laughs]

DA
Diogo Almeida0:38

[laughs]

BH
Ben Horowitz0:38

And then your view is so different. You're like, "No, we're gonna create a way better world."

DA
Diogo Almeida0:44

For nuanced reasons, I don't think we are on the path of RSI. In the SaaSpocalypse story-

BH
Ben Horowitz0:50

Mm

DA
Diogo Almeida0:51

... um, AI can write software, but what if the bigger opportunity is putting intelligence inside the software itself? In this episode, Ben Horowitz and Martín Casado sit down with TypeSafe AI founder Diogo Almeida to talk about Jev and a different vision for how AI changes computing. Diogo argues that coding agents make it faster to produce the same kind of software we already have. Jev is aimed at expanding what software itself can do, giving developers a new primitive for turning natural language intent into decisions that programs can actually use. They get into why reliability matters more than impressive demos, what a new era of probabilistic programming could look like, and why AI might make existing software dramatically more useful rather than simply replacing it. And beneath all of this is the question that drove Diogo to build TypeSafe in the first place: If AI is already this smart, where is all the automation?

BH
Ben Horowitz1:47

Today-

DA
Diogo Almeida1:47

[laughs]

BH
Ben Horowitz1:48

... we have the founder and leader of TypeSafe, Diogo, with us, who is a bit of a hero to both Martín and me.

MC
Martin Casado1:57

Yes.

BH
Ben Horowitz1:58

He is not only building, like, a really interesting product, but creating what we think is a very important movement. So we're super excited about today. Welcome, Diogo.

MC
Martin Casado2:08

Thanks for coming. Yeah.

DA
Diogo Almeida2:09

Thank you.

BH
Ben Horowitz2:09

Yeah. Maybe you can give us a brief on what is Jev, what is TypeSafe, why is it important?

DA
Diogo Almeida2:17

Is this, uh, curse-friendly or no?

BH
Ben Horowitz2:19

Yeah. Yeah, yeah.

MC
Martin Casado2:19

Oh.

DA
Diogo Almeida2:19

Oh, okay, cool.

BH
Ben Horowitz2:20

He's working. You tell him. [laughs]

DA
Diogo Almeida2:21

Oh, okay, okay, okay, cool.

MC
Martin Casado2:23

[laughs]

DA
Diogo Almeida2:23

So I was actually asked-

BH
Ben Horowitz2:24

Maybe something, yeah

DA
Diogo Almeida2:25

... uh, for like a elevator pitch, which I tend to ramble on, and I don't do well. But, like, I realized my favorite elevator pitch for Jev is-

MC
Martin Casado2:32

Yeah

DA
Diogo Almeida2:32

... where the fuck is all the automation?

MC
Martin Casado2:34

[laughs]

DA
Diogo Almeida2:34

Like, this is, like, so-

BH
Ben Horowitz2:36

Oh

DA
Diogo Almeida2:36

... unbelievably tragic.

BH
Ben Horowitz2:37

Yes.

DA
Diogo Almeida2:37

You know, so much intelligence.

BH
Ben Horowitz2:39

Yeah.

DA
Diogo Almeida2:39

AI is so unbelievably smart and yet so... Not that I hate on chatbots or coding agents, I love them myself, but it's, like, so useless at all other stuff, and it's tragic. It's tragic-

BH
Ben Horowitz2:50

Yeah

DA
Diogo Almeida2:50

... so that we have so much, like, diamond in the rough, but not polished for work. But TypeSafe is making AI for software. You know-

BH
Ben Horowitz2:58

Yes

DA
Diogo Almeida2:58

... we want to make AI powerful not just for humans in the loop, but to actually build real software, and Jev, to us, is our first model in

Episode notes

a16z’s Ben Horowitz and Martin Casado sit down with TypeSafe AI founder Diogo Almeida to ask a simple question: AI has become remarkably capable, so where is all the automation?

Diogo argues that coding agents may help us write software faster, but the software they produce still largely works the way software always has. TypeSafe is taking a different approach with Jev: putting intelligence inside software itself, so developers can build programs that reason about intent and make probabilistic decisions rather than simply generate text for a human to interpret.

They discuss why reliability is the key to making AI genuinely programmable, how this could open a new era of probabilistic software, and why established SaaS companies may be particularly well positioned to benefit. Ultimately, Diogo’s goal is straightforward: technology that can reliably “do what I mean.”

Resources:

Follow Diogo Almeida: https://x.com/CompleteSkeptic

Learn more about TypeSafe AI: https://typesafe.ai/

Follow TypeSafe AI: https://x.com/typesafeai

Follow Ben Horowitz on X: https://x.com/bhorowitz

Follow Martin Casado on X: https://x.com/martin_casado

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