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Peter Steinberger

Peter Steinberger

@peter-steinberger · 59 positions · 1 change of mind · On ppll ↗

Founded PSPDFKit in 2011 and ran it for a decade. Came back from a break to work on AI agents — the OpenClaw project, and OpenAI, joined in February 2026. Writes at steipete.me.

Peter Steinberger did not write this page.

We collected these quotes from things they published elsewhere, and every quote links to where it was said. They have no account here and have not endorsed this site. Quotes are word for word; the short line under each one is our own restatement, not their wording. Their own site. Is this you? Claim it or ask us to remove it. Or tell us what is wrong here.

The ideas Peter Steinberger's claims keep coming back to. The labels are ours; every quote is Peter Steinberger's own words.

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Each column is a stretch of time in which the same views came up; a new column starts when one appears or goes quiet. Quiet means nothing on it in our sources for that stretch, which is not the same as a change of mind; Dropped means they said they no longer hold it; tap the card for which claim and when. Revised means the view carries on but one of its claims was dropped. Each row is one view, in the same place all the way along. The number is how many claims in that stretch; we hold 5 in 2025, 59 in 2026.

Agentic engineering is a hands-on skill: you steer the agent and review where the risk is

Our label. 6 claims in Peter Steinberger's own words.

Background agents do not work for real development, because steering a model as it drifts is the job, and you cannot steer what you are not watching.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Still don’t see how this could be moved to background agents. I steer the models a lot as I notice them drifting off - that’s much harder if they run in the background. My Current AI Dev Workflowsteipete.me · 25 Aug 2025
    Still don’t see how this could be moved to background agents. I steer the models a lot as I notice them drifting off - that’s much harder if they run in the background.

Orchestrators that try to automate the whole build miss style, love and the human touch, and that cannot be automated away yet.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade So, so, people who try to use like, you know, things like Gas Town or all these other orchestrators, where they wanna o- automate the whole thing, I feel if you do that, it misses style, love, that human touch. I don't think you can automate that away so quickly. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 1:20:49 into the videoAll korrents from this video
    So, so, people who try to use like, you know, things like Gas Town or all these other orchestrators, where they wanna o- automate the whole thing, I feel if you do that, it misses style, love, that human touch. I don't think you can automate that away so quickly.

Working with coding agents is a skill you learn like an instrument; judging the tools after one try is like calling a piano bad after one go.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade It's the same way as you have to play with a guitar before you can make good music. It's, it's not, oh, I, I touch it once and it just flows off. It, it's a, it's a, a skill that you have to learn like any other skill. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 1:05:18 into the videoAll korrents from this video
    It's the same way as you have to play with a guitar before you can make good music. It's, it's not, oh, I, I touch it once and it just flows off. It, it's a, it's a, a skill that you have to learn like any other skill.

Reviewing agent-written code is risk management rather than reading: how long the change took and how big it is tell you when to look closely.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Part of it is just like you develop a little bit of a feeling how long something should take. So if I do a small tweak that should like change how dragging works and it takes three hours, I know something's wrong. I'll look closely. But otherwise, part of code review is simply like observing, looking how big it changes and trusting your gut. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 31:53 into the videoAll korrents from this video
    Part of it is just like you develop a little bit of a feeling how long something should take. So if I do a small tweak that should like change how dragging works and it takes three hours, I know something's wrong. I'll look closely. But otherwise, part of code review is simply like observing, looking how big it changes and trusting your gut.

    Watch from 31:53 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

He does not read the boring parts of generated code, the data-shuffling and button alignment; what touches the database he reads and reviews.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade I know I have one blog post where I say, "I don't read the code." But if you read it more closely, I mean, I don't read the boring parts of code. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 1:02:46 into the videoAll korrents from this video
    I know I have one blog post where I say, "I don't read the code." But if you read it more closely, I mean, I don't read the boring parts of code.

Vibe coding is a slur; what he does is agentic engineering, and the after-3am kind is what you regret the next day.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade I actually think vibe coding is a slur. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 1:04:45 into the videoAll korrents from this video
    I actually think vibe coding is a slur.

Shape code and tools for the agent: plain CLIs over MCP, agent-friendly names, cheap refactors

Our label. 5 claims in Peter Steinberger's own words.

MCP servers are worth removing outright: an agent reading the code directly is faster, and pollutes its context less, than one that can reach for a tool unasked.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Even removed my last MCP, since Claude sometimes would go off spinning up Playwright unasked when it could simply read the code - which is faster and pollutes the context less. My Current AI Dev Workflowsteipete.me · 25 Aug 2025
    Even removed my last MCP, since Claude sometimes would go off spinning up Playwright unasked when it could simply read the code - which is faster and pollutes the context less.

Every tool is better as a CLI than as an MCP server: models are good at Unix commands, a CLI composes with jq, and MCP output clutters the context.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade I think the main beauty is, is that models are really good at calling Unix commands. So if you just add another CLI, that's just another Unix command in the end. And MCP is… That has to be added in training. That's not a very natural thing for the model. It requires a very specific syntax. And the biggest thing, it's not composable. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 2:41:00 into the videoAll korrents from this video
    I think the main beauty is, is that models are really good at calling Unix commands. So if you just add another CLI, that's just another Unix command in the end. And MCP is… That has to be added in training. That's not a very natural thing for the model. It requires a very specific syntax. And the biggest thing, it's not composable.

He builds the code base to be easy for an agent to navigate, not to be perfect for himself, down to keeping the names the model picks.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade I- i- like, we are in a stage where I'm not building the code base to be perfect for me, but I wanna build a code base that is very easy for an agent to navigate. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 1:12:33 into the videoAll korrents from this video
    I- i- like, we are in a stage where I'm not building the code base to be perfect for me, but I wanna build a code base that is very easy for an agent to navigate.

Refactors are cheap now, so he just does them, even when they break other people's open pull requests.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Many times, I just do the refactor because refactors are cheap now. Even though you might break some other PRs, nothing really matters anymore. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 1:10:41 into the videoAll korrents from this video
    Many times, I just do the refactor because refactors are cheap now. Even though you might break some other PRs, nothing really matters anymore.

Features are cheap to make now; the real cost is everything you carry after shipping them

Our label. 3 claims in Peter Steinberger's own words.

With agents a new feature is one prompt away, which means the whole cost of a feature has moved to what happens after you ship it.

Second-order thinking, Everything decays without maintenance

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade You know features are the fun part. A new feature is is just a prompt away. The real cost comes after every feature we shipped of course with a configuration option because we didn't want to break everyone's setup. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 16:33 into the videoAll korrents from this video
    You know features are the fun part. A new feature is is just a prompt away. The real cost comes after every feature we shipped of course with a configuration option because we didn't want to break everyone's setup.

    Watch from 16:33 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Merging the tempting extra feature means adopting a pile of code that neither its author nor the maintainer really understands.

Say no by default

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade it is always tempting to add this one feature that looks really cool but what you rarely think about is when you merge this feature it really means here's this pile of code that I don't that the person probably doesn't really understand that I don't fully understand Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 36:59 into the videoAll korrents from this video
    it is always tempting to add this one feature that looks really cool but what you rarely think about is when you merge this feature it really means here's this pile of code that I don't that the person probably doesn't really understand that I don't fully understand

    Watch from 36:59 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Adding a config option so nobody breaks compounds into permutations no test suite can cover, because it is infinitely harder to evolve software that has users.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade If you count all the permutations, you can write all the tests you want. It is impossible to cover all of these and not break things from time to time. It is infinitely harder to evolve software that has users. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 16:56 into the videoAll korrents from this video
    If you count all the permutations, you can write all the tests you want. It is impossible to cover all of these and not break things from time to time. It is infinitely harder to evolve software that has users.

    Watch from 16:56 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Now that anyone can build, attention, a personal name and hard problems are what stay scarce

Our label. 4 claims in Peter Steinberger's own words.

Now that anyone can build fast, the hardest problem in starting something is not the tech, the software or the people, but getting attention.

Value moves to what stays scarce

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Second of all is I hope you worked on your personal brand and on visibility because in this day and age there's so much noise out there that your hardest problem is not the tech, it's not the software, not even the people. The hardest problem now is like getting eyeballs. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 40:20 into the videoAll korrents from this video
    Second of all is I hope you worked on your personal brand and on visibility because in this day and age there's so much noise out there that your hardest problem is not the tech, it's not the software, not even the people. The hardest problem now is like getting eyeballs.

    Watch from 40:20 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Anything you build can be forked or cloned, but your name cannot — so your personal brand matters more than any single product you will ever start.

Moats

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Everything that everything you can build can be forked or cloned, but your name cannot. So your personal brand is way more important than any single product that you ever will start working on that before you need it. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 12:48 into the videoAll korrents from this video
    Everything that everything you can build can be forked or cloned, but your name cannot. So your personal brand is way more important than any single product that you ever will start working on that before you need it.

    Watch from 12:48 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Pick something hard and boring: fun problems are the crowded ones now that anybody can prompt a thing into existence.

Value moves to what stays scarce

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Maybe I would pick something again that's that's in the category hard and boring because that's usually a category that is a little bit easier to actually find people that will appreciate when you solved something. If you pick something that is fun, even if it's hard, you're gonna have a very tough time, especially in a time where people can just prompt things into existence. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 40:35 into the videoAll korrents from this video
    Maybe I would pick something again that's that's in the category hard and boring because that's usually a category that is a little bit easier to actually find people that will appreciate when you solved something. If you pick something that is fun, even if it's hard, you're gonna have a very tough time, especially in a time where people can just prompt things into existence.

    Watch from 40:35 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Software developer salaries reached stupidly high levels because of a scarcity of people who could build things, and that scarcity is ending.

Value moves to what stays scarce

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade there was a lack of intelligence, if you s- if you see it like that, of people building things, and that's why salaries of software developers reached stupidly high amounts and then will go away. There will still be a lot of demand for people that understand how to build things. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 3:03:06 into the videoAll korrents from this video
    there was a lack of intelligence, if you s- if you see it like that, of people building things, and that's why salaries of software developers reached stupidly high amounts and then will go away. There will still be a lot of demand for people that understand how to build things.

Personal agents are coming, and an open-source one keeps you independent of any one lab

Our label. 5 claims in Peter Steinberger's own words.

This is the year of personal agents, and the fastest way to get one to everyone is to team up with a lab, on condition the project stays open source.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade But also, I'm very excited to, like, make this into a version that I can get to a lot of people because I think this is the year of personal agents, and that's the future. And the fastest way to do that is teaming up with one of the labs. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 2:23:37 into the videoAll korrents from this video
    But also, I'm very excited to, like, make this into a version that I can get to a lot of people because I think this is the year of personal agents, and that's the future. And the fastest way to do that is teaming up with one of the labs.

Every lab will sell you an agent, so the case for an open-source one is that it runs anywhere, works with any model, and can keep your data on your own device.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Every lab will sell you an agent. Open claw is the alternative. Open source runs everywhere, works with any model. And if you run local models, your data never has to leave your device. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 25:29 into the videoAll korrents from this video
    Every lab will sell you an agent. Open claw is the alternative. Open source runs everywhere, works with any model. And if you run local models, your data never has to leave your device.

    Watch from 25:29 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Your dependency's business model is your business model, so building a harness around one lab's model is a commercial risk and not a technical choice.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade So maybe write this one down. Your dependencies business model is your business model. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 18:42 into the videoAll korrents from this video
    So maybe write this one down. Your dependencies business model is your business model.

    Watch from 18:42 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Turning a breakout open-source project into a company would be the wrong move -- joining a lab reaches everyone faster than building another large company.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Yes, I could totally see how OpenClaw could become a huge company. And no, it’s not really exciting for me. I’m a builder at heart. I did the whole creating-a-company game already, poured 13 years of my life into it and learned a lot. What I want is to change the world, not build a large company and teaming up with OpenAI is the fastest way to bring this to everyone. OpenClaw, OpenAI and the futuresteipete.me · 14 Feb 2026
    Yes, I could totally see how OpenClaw could become a huge company. And no, it’s not really exciting for me. I’m a builder at heart. I did the whole creating-a-company game already, poured 13 years of my life into it and learned a lot. What I want is to change the world, not build a large company and teaming up with OpenAI is the fastest way to bring this to everyone.

Agent security is a real but manageable risk, and the scares about it are often wrong

Our label. 6 claims in Peter Steinberger's own words.

OpenClaw is no more dangerous than Claude Code with permissions skipped or Codex in YOLO mode, which every engineer he knows already runs.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade It is, it is powerful, but in many ways it's not much different than if I run cloud code with dangerously skipped permissions or codecs in YOLO mode, and every, every attending engineer that I know does that, because that's the only way how you can, you can get stuff to work. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 1:00:08 into the videoAll korrents from this video
    It is, it is powerful, but in many ways it's not much different than if I run cloud code with dangerously skipped permissions or codecs in YOLO mode, and every, every attending engineer that I know does that, because that's the only way how you can, you can get stuff to work.

Do not run a personal agent on a cheap or local model: weak models are gullible and easy to prompt-inject.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade That's why I warn in my security documentation, don't use cheap models. Don't use Haiku or a local model. Even though I, I very much love the idea that this thing could completely run local. If you use a, a very weak local model, they are very gullible. It's very easy to, to prompt inject them. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 0:56:44 into the videoAll korrents from this video
    That's why I warn in my security documentation, don't use cheap models. Don't use Haiku or a local model. Even though I, I very much love the idea that this thing could completely run local. If you use a, a very weak local model, they are very gullible. It's very easy to, to prompt inject them.

Prompt injection is unsolved, but the latest models are post-trained to resist it, so it takes far more than 'ignore all previous instructions' now.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade So, so the latest generation of models has a lot of post-training to detect those approaches, and it's not as simple as ignore all previous instructions and do this and this. That was years ago. You have to work much harder to do that now. Still possible. OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491youtube.com · 12 Feb 2026 · 0:55:44 into the videoAll korrents from this video
    So, so the latest generation of models has a lot of post-training to detect those approaches, and it's not as simple as ignore all previous instructions and do this and this. That was years ago. You have to work much harder to do that now. Still possible.

A correction never travels as far as the scare it corrects: the press said a fifth of the project's skills were malicious, and the measured figure was 0.3 percent.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade We did the the numbers and the numbers are more like 0.3%. We scanned all 67,000. We shipped the we shipped the paper. But you know a correction never travels as far as a scare. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 14:16 into the videoAll korrents from this video
    We did the the numbers and the numbers are more like 0.3%. We scanned all 67,000. We shipped the we shipped the paper. But you know a correction never travels as far as a scare.

    Watch from 14:16 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Most security reports an open-source project receives are agent-generated and untested, and the defence is publishing what you guarantee and what lies outside your security boundary.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade And most of them really sent reports that their agent produced without actually even testing it. I would I would take a stronger sense of explaining what are the parts that we guarantee and what are the parts that will not be fixed because that that's not our security boundary. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 34:15 into the videoAll korrents from this video
    And most of them really sent reports that their agent produced without actually even testing it. I would I would take a stronger sense of explaining what are the parts that we guarantee and what are the parts that will not be fixed because that that's not our security boundary.

    Watch from 34:15 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Users like security in the abstract and experience it as breakage: hardening the project made things slower, harder to update, and broke what people depended on.

Trade-offs

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Sure, they they like the abstract term of security, but in all practical terms, they updated. I broke something they depended on. I made things slower and I made things more difficult to update. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 15:19 into the videoAll korrents from this video
    Sure, they they like the abstract term of security, but in all practical terms, they updated. I broke something they depended on. I made things slower and I made things more difficult to update.

    Watch from 15:19 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Build what you yourself want and enjoy; fun and strong demand are the signals worth trusting

Our label. 3 claims in Peter Steinberger's own words.

You have to be user number one: if you are not excited by the thing you are building, it will probably not be any good.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade User number one should be you. And my users two to 20 were friends. So I'm sure you have some people that would actually test your stuff, but you need to be the first user. If you don't if you don't get excited of what you're building, it'll probably not make sense. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 32:31 into the videoAll korrents from this video
    User number one should be you. And my users two to 20 were friends. So I'm sure you have some people that would actually test your stuff, but you need to be the first user. If you don't if you don't get excited of what you're building, it'll probably not make sense.

    Watch from 32:31 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

How much fun you are having is a measure of how fast you ship: the weeks he enjoyed building, the product visibly got better.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade It's hard to compete with someone who's just there having fun. Fun is velocity. The weeks I enjoyed building, the product got visibly better. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 22:48 into the videoAll korrents from this video
    It's hard to compete with someone who's just there having fun. Fun is velocity. The weeks I enjoyed building, the product got visibly better.

    Watch from 22:48 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Product-market fit shows up as anger when you tell people they cannot have it yet, not as polite interest.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade But each time there was a strong emotion and the best part there were quite a few people that really wanted it and like especially to my nontechnical friends I told them no this is not yet for you and they got mad. So if that's not an indicator to have product market fit I don't know what is. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 4:55 into the videoAll korrents from this video
    But each time there was a strong emotion and the best part there were quite a few people that really wanted it and like especially to my nontechnical friends I told them no this is not yet for you and they got mad. So if that's not an indicator to have product market fit I don't know what is.

    Watch from 4:55 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

What holds agents back today is machines and tokens, not the models

Our label. 3 claims in Peter Steinberger's own words.

A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade The the part that's really nice about it is because I do a lot of Mac software, agents love to take over my screen and click around and if you put that in their own if you give them their own machine, it will not bother you. Otherwise, you'll fight with the agent for the mouse cursor. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 39:26 into the videoAll korrents from this video
    The the part that's really nice about it is because I do a lot of Mac software, agents love to take over my screen and click around and if you put that in their own if you give them their own machine, it will not bother you. Otherwise, you'll fight with the agent for the mouse cursor.

    Watch from 39:26 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

Perpetually running proactive agents are not a technology problem but a token problem, and no ordinary subscription would survive one.

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade I mean, honestly, that's not so much a tech problem. It's more a token problem where we could do that today, but you wouldn't get very far with your subscription and not everyone is willing to spend so many tokens. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 37:22 into the videoAll korrents from this video
    I mean, honestly, that's not so much a tech problem. It's more a token problem where we could do that today, but you wouldn't get very far with your subscription and not everyone is willing to spend so many tokens.

    Watch from 37:22 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript

The binding constraint on agent work is machines, not models: a cloud session is easy for web work and almost every tool fails the moment the job needs macOS.

Bottlenecks

  1. Peter Steinberger Founded PSPDFKit in 2011 and ran it for a decade Now, if I do web stuff, it's easy to create a cloud session. If I do like something that requires Mac OS, that's already where like 99% of the tools fail me. Peter Steinberger: "Fun Is Velocity"youtube.com · 10 Aug 2026 · 35:26 into the videoAll korrents from this video
    Now, if I do web stuff, it's easy to create a cloud session. If I do like something that requires Mac OS, that's already where like 99% of the tools fail me.

    Watch from 35:26 plays here

    ↗Peter Steinberger: "Fun Is Velocity"youtube.com

    10 Aug 2026 · video · 41m · spoken · machine transcript