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Charity Majors

Charity Majors

@charity-majors · 50 positions · 1 change of mind · On ppll ↗

Co-founder and CTO of Honeycomb, previously an infrastructure engineer at Parse, Facebook and Linden Lab. Co-author of "Database Reliability Engineering" and "Observability Engineering". Writes at charity.wtf about on-call, hierarchy, hiring and the engineer/manager pendulum.

Charity Majors 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 Charity Majors's claims keep coming back to. The labels are ours; every quote is Charity Majors's own words.

Holds now (9)

How these views changed over time2017–2026
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2017 1 views
2018–21 1 quiet
2022 +2 new
2023 2 quiet
2024 +2 new · 1 back
2025 3 quiet
2026 +4 new · 1 back

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 4 in 2017, 0 in 2018, 0 in 2019, 0 in 2020, 0 in 2021, 8 in 2022, 0 in 2023, 13 in 2024, 0 in 2025, 26 in 2026.

Management and engineering are separate jobs; the best people move between them instead of doing both at once

Our label. 4 claims in Charity Majors's own words.

A manager’s calendar and an engineer’s calendar are incompatible, because management is interruptive and good engineering requires blocking interruptions out.

Trade-offs

  1. Charity Majors Co-founder and CTO of Honeycomb Management is highly interruptive, and great engineering — where you’re learning things — requires blocking out interruptions. You can’t do these two opposite things at once. The Engineer/Manager Pendulumcharity.wtf · 11 May 2017All korrents from this piece
    Management is highly interruptive, and great engineering — where you’re learning things — requires blocking out interruptions. You can’t do these two opposite things at once.

Engineering and management cannot both be improved at once, so a new manager has to stop trying to be the senior engineer as well.

Trade-offs

  1. Camille Fournier Engineering leader, formerly CTO of Rent the Runway… New managers, make sure that you aren’t trying to be a senior engineer who has direct reports. How New Managers Fail Individual Contributorselidedbranches.com · 9 Oct 2021All korrents from this piece
    New managers, make sure that you aren’t trying to be a senior engineer who has direct reports.
  2. Charity Majors Co-founder and CTO of Honeycomb You can only really improve at one of these things at a time: engineering or management. The Engineer/Manager Pendulumcharity.wtf · 11 May 2017All korrents from this piece
    You can only really improve at one of these things at a time: engineering or management.

Making management the only path to career progression is a mistake that costs a company the senior engineers it needs.

  1. Camille Fournier Engineering leader, formerly CTO of Rent the Runway… great engineers really shouldn’t need to manage large teams to get promoted, and companies lose out on a critical skillset when they push all of their good engineers into management. How New Managers Fail Individual Contributorselidedbranches.com · 9 Oct 2021All korrents from this piece
    great engineers really shouldn’t need to manage large teams to get promoted, and companies lose out on a critical skillset when they push all of their good engineers into management.
  2. Charity Majors Co-founder and CTO of Honeycomb Fuck the whole idea that only managers get career progression. The Engineer/Manager Pendulumcharity.wtf · 11 May 2017All korrents from this piece
    Fuck the whole idea that only managers get career progression.

The best engineering managers are never more than two or three years away from hands-on work, and the best individual contributors have done time in management.

  1. Charity Majors Co-founder and CTO of Honeycomb The best frontline eng managers in the world are the ones that are never more than 2-3 years removed from hands-on work, full time down in the trenches. The best individual contributors are the ones who have done time in management. The Engineer/Manager Pendulumcharity.wtf · 11 May 2017All korrents from this piece
    The best frontline eng managers in the world are the ones that are never more than 2-3 years removed from hands-on work, full time down in the trenches. The best individual contributors are the ones who have done time in management.

Engineers own their code in production, and making on-call bearable is management's job

Our label. 5 claims in Charity Majors's own words.

On-call is part of an engineer’s job rather than something to be paid extra for, except where paying for it is the only way to make management fund the reliability work.

Incentives

  1. Charity Majors Co-founder and CTO of Honeycomb I generally come down on the side of ‘no, it’s part of the job,’ just like it is for doctors. Why On-Call Pain Is A Sociotechnical Problemcharity.wtf · 30 Jun 2022All korrents from this piece
    I generally come down on the side of ‘no, it’s part of the job,’ just like it is for doctors.

A sustainable on-call rotation needs seven or eight engineers.

  1. Charity Majors Co-founder and CTO of Honeycomb The ideal on-call rotation has seven to eight people; five people is a bare minimum. Why On-Call Pain Is A Sociotechnical Problemcharity.wtf · 30 Jun 2022All korrents from this piece
    The ideal on-call rotation has seven to eight people; five people is a bare minimum.
  2. Will Larson Engineering executive who has led infrastructure… Oncall rotations want 8 engineers. For production oncall responsibilities, I’ve found that two-tier 24/7 support requires eight folks. Sizing engineering teams.lethain.com · 14 Jul 2018All korrents from this piece
    Oncall rotations want 8 engineers. For production oncall responsibilities, I’ve found that two-tier 24/7 support requires eight folks.

Being woken up two or three times a year on call is reasonable, and more than that is a management failure rather than an engineering one.

  1. Charity Majors Co-founder and CTO of Honeycomb It’s reasonable to be woken up two to three times a year when on call. But more than that is not okay. Why On-Call Pain Is A Sociotechnical Problemcharity.wtf · 30 Jun 2022All korrents from this piece
    It’s reasonable to be woken up two to three times a year when on call. But more than that is not okay.

A permanently painful on-call rotation is a five-alarm emergency, not a normal cost of owning code in production.

  1. Charity Majors Co-founder and CTO of Honeycomb Being on call should not be a constant cycle of things breaking down and firefighting, or alerts going off at all hours. This is not ‘normal.’ These are telltale signs of a fragile system and lack of alert discipline. Why On-Call Pain Is A Sociotechnical Problemcharity.wtf · 30 Jun 2022All korrents from this piece
    Being on call should not be a constant cycle of things breaking down and firefighting, or alerts going off at all hours. This is not ‘normal.’ These are telltale signs of a fragile system and lack of alert discipline.

Engineers should own their code in production, and it is management’s job to make sure that on-call does not suck.

  1. Charity Majors Co-founder and CTO of Honeycomb It is engineering’s job to own their code in production. It is management’s job to make sure it doesn’t suck. Why On-Call Pain Is A Sociotechnical Problemcharity.wtf · 30 Jun 2022All korrents from this piece
    It is engineering’s job to own their code in production. It is management’s job to make sure it doesn’t suck.

Production, not the repository, is where software is understood, so the people who write it should run it

Our label. 5 claims in Charity Majors's own words.

Twenty years of DevOps had one goal, a single feedback loop from writing code to that code in production, and it failed.

Feedback loops

  1. Charity Majors Co-founder and CTO of Honeycomb But I also think that in my mind, 20 years of DevOps was really about one thing. Trying to create one feedback loop that connected people writing code to that code in production. And it failed. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:51:07 into the videoAll korrents from this video
    But I also think that in my mind, 20 years of DevOps was really about one thing. Trying to create one feedback loop that connected people writing code to that code in production. And it failed.

    Watch from 0:51:07 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

You cannot really understand the code you write unless you are also the one operating it.

  1. Charity Majors Co-founder and CTO of Honeycomb That was always a bad idea because it's split brain. Half of you are writing the code and the other half are understanding it. I would argue that you can't really understand the code you write unless you're operating it. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:50:27 into the videoAll korrents from this video
    That was always a bad idea because it's split brain. Half of you are writing the code and the other half are understanding it. I would argue that you can't really understand the code you write unless you're operating it.

    Watch from 0:50:27 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Merging should deploy: you should have to stop the train to keep merged code out of production, not push it to get there.

Positioning, Feedback loops

  1. Charity Majors Co-founder and CTO of Honeycomb As soon as you merge, it should be going out. You like you should have to stop the train to make your code not go into production as soon as you've merged. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:22:03 into the videoAll korrents from this video
    As soon as you merge, it should be going out. You like you should have to stop the train to make your code not go into production as soon as you've merged.

    Watch from 0:22:03 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Production is not what happens after development; production is a stage of development.

  1. Charity Majors Co-founder and CTO of Honeycomb Production is not what happens after development. It is a stage of development. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:21:02 into the videoAll korrents from this video
    Production is not what happens after development. It is a stage of development.

    Watch from 0:21:02 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Software engineers behave as though the world exists in the repository, and it does not: the world is production.

The map is not the territory

  1. Charity Majors Co-founder and CTO of Honeycomb it's always weird to me just how much software engineers really seem to believe that the world exists in the repo. It doesn't. It's production, you know? Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:20:22 into the videoAll korrents from this video
    it's always weird to me just how much software engineers really seem to believe that the world exists in the repo. It doesn't. It's production, you know?

    Watch from 0:20:22 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Organisations need deliberate structure and real managers; neither command-and-control nor flatness works

Our label. 7 claims in Charity Majors's own words.

Command-and-control leadership is poison in any industry that runs on creativity, because it stifles innovation and saps initiative.

  1. Charity Majors Co-founder and CTO of Honeycomb But if there’s one thing we know, it’s that for industries that are fueled by creativity and innovation, command-and-control leadership is poison. The Hierarchy Is Bullshit (And Bad For Business)charity.wtf · 23 Sept 2022All korrents from this piece
    But if there’s one thing we know, it’s that for industries that are fueled by creativity and innovation, command-and-control leadership is poison.

Treating the org chart as a ladder on which higher is always better is the central lie of hierarchy.

  1. Charity Majors Co-founder and CTO of Honeycomb The “Big Lie” of hierarchy is that your organizational structure is a vertical tree from the CEO on down, where higher up is always better. The Hierarchy Is Bullshit (And Bad For Business)charity.wtf · 23 Sept 2022All korrents from this piece
    The “Big Lie” of hierarchy is that your organizational structure is a vertical tree from the CEO on down, where higher up is always better.

Flat, manager-free organisations do not deliver the equality they promise: they get abandoned, and the informal power left behind is unaccountable.

  1. Camille Fournier Engineering leader, formerly CTO of Rent the Runway… The Tyranny of Structurelessness has yet to be overcome, and for those who still care about creating strong, transparent, equitable organizations, this work matters. 10 Years of Engineering Ladderselidedbranches.com · 28 May 2025All korrents from this piece
    The Tyranny of Structurelessness has yet to be overcome, and for those who still care about creating strong, transparent, equitable organizations, this work matters.
  2. Charity Majors Co-founder and CTO of Honeycomb On the other hand, the manager-free experiments I’m aware of (e.g. holacracy at Medium and GitHub, or “Choose Your Own Work” at Linden Lab) have all been quietly abandoned or outgrown. Questionable Advice: "My boss says we don’t need any engineering managers. Is he right?"charity.wtf · 5 Jan 2024All korrents from this piece
    On the other hand, the manager-free experiments I’m aware of (e.g. holacracy at Medium and GitHub, or “Choose Your Own Work” at Linden Lab) have all been quietly abandoned or outgrown.

If building the organisation is nobody’s first job, it will not get done well.

  1. Charity Majors Co-founder and CTO of Honeycomb If you aren’t making building the organization someone’s number one job, it won’t be anyone’s number one job, which means it probably won’t get done very well. Questionable Advice: "My boss says we don’t need any engineering managers. Is he right?"charity.wtf · 5 Jan 2024All korrents from this piece
    If you aren’t making building the organization someone’s number one job, it won’t be anyone’s number one job, which means it probably won’t get done very well.

A few larger teams under experienced engineering managers outperform many tiny teams each led by a working tech lead.

  1. Charity Majors Co-founder and CTO of Honeycomb But everything I have ever experienced leads me to believe that a fewer number of larger teams, each helmed by an experienced engineering manager, should way outperform this gaggle of tiny groups. Questionable Advice: "My boss says we don’t need any engineering managers. Is he right?"charity.wtf · 5 Jan 2024All korrents from this piece
    But everything I have ever experienced leads me to believe that a fewer number of larger teams, each helmed by an experienced engineering manager, should way outperform this gaggle of tiny groups.

Hierarchy is not intrinsically authoritarian: it is a property of self-organising systems that emerges for the benefit of the parts.

Emergence

  1. Charity Majors Co-founder and CTO of Honeycomb But hierarchy is not intrinsically authoritarian. Hierarchy did not originate as a political structure that humans invented for controlling and dominating one another, it is in fact a property of self-organizing systems, and it emerges for the benefit of the subsystems. Questionable Advice: "My boss says we don’t need any engineering managers. Is he right?"charity.wtf · 5 Jan 2024All korrents from this piece
    But hierarchy is not intrinsically authoritarian. Hierarchy did not originate as a political structure that humans invented for controlling and dominating one another, it is in fact a property of self-organizing systems, and it emerges for the benefit of the subsystems.

"Hire great people and get out of their way" is dangerous advice for anyone in a leadership role.

  1. Charity Majors Co-founder and CTO of Honeycomb Earlier this year I started writing a piece on why “hire great people and get out of their way” is such terrible, dangerous, counterproductive advice to give anyone in a leadership role. “Founder Mode” and the Art of Mythmakingcharity.wtf · 17 Dec 2024All korrents from this piece
    Earlier this year I started writing a piece on why “hire great people and get out of their way” is such terrible, dangerous, counterproductive advice to give anyone in a leadership role.

Hire the right people for this team, judged on strengths and references, and as few as possible

Our label. 5 claims in Charity Majors's own words.

There is no such thing as the best people; you are trying to hire the right people for this team at this stage.

  1. Charity Majors Co-founder and CTO of Honeycomb Here’s one small mental hack that makes a world of difference: remember that you are trying to hire the right people to join your team/org/company. Not the “best” people. The right people. “Founder Mode” and the Art of Mythmakingcharity.wtf · 17 Dec 2024All korrents from this piece
    Here’s one small mental hack that makes a world of difference: remember that you are trying to hire the right people to join your team/org/company. Not the “best” people. The right people.

Hire for a person’s unique strengths rather than for their lack of weaknesses, because a team exists to cover what any one person is not.

Specialise and trade

  1. Charity Majors Co-founder and CTO of Honeycomb you want to hire people for their unique strengths, not their lack of weaknesses. If they’re strong where you need them to be strong, it’s okay if they aren’t equally superpowered at everything — that’s why we build teams, to supplement and balance each other out. “Founder Mode” and the Art of Mythmakingcharity.wtf · 17 Dec 2024All korrents from this piece
    you want to hire people for their unique strengths, not their lack of weaknesses. If they’re strong where you need them to be strong, it’s okay if they aren’t equally superpowered at everything — that’s why we build teams, to supplement and balance each other out.

Reference checks are more informative than interviews, and if you had to pick one you should pick references.

  1. Charity Majors Co-founder and CTO of Honeycomb I’ve said many times that if I had to choose between interviews or references, I would pick references every time. “Founder Mode” and the Art of Mythmakingcharity.wtf · 17 Dec 2024All korrents from this piece
    I’ve said many times that if I had to choose between interviews or references, I would pick references every time.

A CEO cannot be a calibrated interviewer for every role, so insisting on interviewing every candidate makes hiring worse rather than better.

Circle of competence

  1. Charity Majors Co-founder and CTO of Honeycomb Can you be calibrated as an interviewer on every single opening, for every role? My God, no, not even close. “Founder Mode” and the Art of Mythmakingcharity.wtf · 17 Dec 2024All korrents from this piece
    Can you be calibrated as an interviewer on every single opening, for every role? My God, no, not even close.

A company should always have as few employees as possible, and hiring is the lever a leader reaches for last rather than first.

  1. Charity Majors Co-founder and CTO of Honeycomb You should ALWAYS have as few employees as possible. Always. Hiring more people should never be the first lever you reach for, it’s what you do after exhausting your other options. “Founder Mode” and the Art of Mythmakingcharity.wtf · 17 Dec 2024All korrents from this piece
    You should ALWAYS have as few employees as possible. Always. Hiring more people should never be the first lever you reach for, it’s what you do after exhausting your other options.

Using AI does not hand off responsibility: you still do the thinking and own what you send

Our label. 5 claims in Charity Majors's own words.

Writing is thinking on paper and there is no shortcut for doing that thinking, so handing the writing to AI hands away the thinking.

  1. Charity Majors Co-founder and CTO of Honeycomb And I have decided not to sink anymore because writing is thinking on paper. And there's no shortcut for doing that thinking. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:47:20 into the videoAll korrents from this video
    And I have decided not to sink anymore because writing is thinking on paper. And there's no shortcut for doing that thinking.

    Watch from 0:47:20 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

AI can be a shortcut around thinking or a way of thinking more rigorously, and for your core job function only the second one is wanted.

  1. Charity Majors Co-founder and CTO of Honeycomb You can use AI as a shortcut to help you not have to think too much. And you can use AI to help you think more deeply and more rigorously. And both of those use cases have their place. But when it comes to your core job function, we primarily want the second one, right? Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:36:42 into the videoAll korrents from this video
    You can use AI as a shortcut to help you not have to think too much. And you can use AI to help you think more deeply and more rigorously. And both of those use cases have their place. But when it comes to your core job function, we primarily want the second one, right?

    Watch from 0:36:42 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

You may not send anyone something you have not read, and if it would take them longer to read than it took you to make, it is slop.

  1. Charity Majors Co-founder and CTO of Honeycomb Here's a baseline. Uh you cannot send anyone something you haven't read. And in fact, if it would take them longer to read it than it took you to make it, it's probably slop. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:34:55 into the videoAll korrents from this video
    Here's a baseline. Uh you cannot send anyone something you haven't read. And in fact, if it would take them longer to read it than it took you to make it, it's probably slop.

    Watch from 0:34:55 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

There is no human in the loop: you own the loop, and what comes out of it is your work rather than the model's.

  1. Charity Majors Co-founder and CTO of Honeycomb Another another thing we point out is just there is no human in the loop. You own the loop. The loop is yours. The loop is mine. It would not exist if it was not for me. So I am the owner, right? Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:32:00 into the videoAll korrents from this video
    Another another thing we point out is just there is no human in the loop. You own the loop. The loop is yours. The loop is mine. It would not exist if it was not for me. So I am the owner, right?

    Watch from 0:32:00 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Trust is an account: whatever you withdraw from it by not reading the code has to be built back up somewhere else.

  1. Charity Majors Co-founder and CTO of Honeycomb If you're debiting from this trust account in the creation of the code, it has to get built up somewhere else. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:28:26 into the videoAll korrents from this video
    If you're debiting from this trust account in the creation of the code, it has to get built up somewhere else.

    Watch from 0:28:26 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

AI-written code moves review from reading diffs to specs, conformance tests and machine checks

Our label. 4 claims in Charity Majors's own words.

If you are not going to read the generated code, what you need is conformance testing: proof that it performs within the boundaries of the code it replaced.

  1. Charity Majors Co-founder and CTO of Honeycomb Okay, if I'm not going to read this code, how do I know it's going to perform within boundaries of the last code that I generated? That is conformance testing. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:28:02 into the videoAll korrents from this video
    Okay, if I'm not going to read this code, how do I know it's going to perform within boundaries of the last code that I generated? That is conformance testing.

    Watch from 0:28:02 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

AI-validated pull requests beat human review at exactly the things humans are bad at, which frees the humans to argue about direction instead.

Specialise and trade

  1. Charity Majors Co-founder and CTO of Honeycomb It's like they have all the wisdom of their most senior engineers looking at every single diff and that is fantastic. Which means that you don't have to worry about remembering and looking and nitpicking and all the things that we're not good at anyway Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:26:36 into the videoAll korrents from this video
    It's like they have all the wisdom of their most senior engineers looking at every single diff and that is fantastic. Which means that you don't have to worry about remembering and looking and nitpicking and all the things that we're not good at anyway

    Watch from 0:26:36 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Lines of code are the wrong artifact to review; what we should be storing and reviewing is an architecture that generates the code to spec.

  1. Charity Majors Co-founder and CTO of Honeycomb Like that just does not seem like the ideal artifact. We should be able to store them somewhere. We should be able to have architecture diagrams that we can review and discuss that generate that code to spec. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:17:03 into the videoAll korrents from this video
    Like that just does not seem like the ideal artifact. We should be able to store them somewhere. We should be able to have architecture diagrams that we can review and discuss that generate that code to spec.

    Watch from 0:17:03 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

You can now generate ten thousand variants of a function faster than you could write it once, and that economics pushes software towards replacement rather than repair.

  1. Charity Majors Co-founder and CTO of Honeycomb I mean, if you if you think about it, you could generate 10,000 variants of a function faster than you could write it once. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:14:55 into the videoAll korrents from this video
    I mean, if you if you think about it, you could generate 10,000 variants of a function faster than you could write it once.

    Watch from 0:14:55 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Both sides of the AI argument see something real; the useful questions are about cost and what it would take

Our label. 4 claims in Charity Majors's own words.

An account of an AI win is not worth publishing unless it is coupled with what that win cost.

  1. Charity Majors Co-founder and CTO of Honeycomb It's like we need to hear the wins. We need to hear what's We need to hear about what's possible. We need to hear what's exciting. But you got to couple it with the costs. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:42:30 into the videoAll korrents from this video
    It's like we need to hear the wins. We need to hear what's We need to hear about what's possible. We need to hear what's exciting. But you got to couple it with the costs.

    Watch from 0:42:30 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Both AI camps believe they are the suppressed minority standing up for the truth, and that shared belief is why neither hears the other.

  1. Charity Majors Co-founder and CTO of Honeycomb One of the things that's ironic though is that both of these sides feel like they are the tiny minority and they're outmanned and they're being suppressed and they are standing up for what is truth and valor in the face of the big AI folks or the big skeptics. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:39:28 into the videoAll korrents from this video
    One of the things that's ironic though is that both of these sides feel like they are the tiny minority and they're outmanned and they're being suppressed and they are standing up for what is truth and valor in the face of the big AI folks or the big skeptics.

    Watch from 0:39:28 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Neither the AI enthusiasts nor the AI sceptics are making it up; both camps are looking at real trends.

  1. Charity Majors Co-founder and CTO of Honeycomb See, the problem is that neither side is making it up. Like they are seeing really scary trends. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:38:17 into the videoAll korrents from this video
    See, the problem is that neither side is making it up. Like they are seeing really scary trends.

    Watch from 0:38:17 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

There is no point arguing about whether or when engineers will ship code they have not read; the only useful question is what it would take.

  1. Charity Majors Co-founder and CTO of Honeycomb What I was saying in that piece though was, I think we were right to be skeptical that time. But now, I see the same thing playing out with would you be willing to ship it some code you didn't read? There's no point in arguing about if it will happen or when it will happen. Talk about what it would take. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:12:04 into the videoAll korrents from this video
    What I was saying in that piece though was, I think we were right to be skeptical that time. But now, I see the same thing playing out with would you be willing to ship it some code you didn't read? There's no point in arguing about if it will happen or when it will happen. Talk about what it would take.

    Watch from 0:12:04 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Speed and individual output are the wrong measures; doing the right work as a team is what counts

Our label. 4 claims in Charity Majors's own words.

What sets a company’s velocity is spending its time on the right things, not how much code it produces.

  1. Charity Majors Co-founder and CTO of Honeycomb What matters is moving the business forward, not churning out code. Questionable Advice: "My boss says we don’t need any engineering managers. Is he right?"charity.wtf · 5 Jan 2024All korrents from this piece
    What matters is moving the business forward, not churning out code.

We cannot say what a junior engineer is worth because we cannot say what any engineer is worth; it is all vibes.

  1. Charity Majors Co-founder and CTO of Honeycomb The hardest thing about quantifying the value of junior engineers is that we don't know how to quantify the value of any engineer. So it's all vibes. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 1:16:34 into the videoAll korrents from this video
    The hardest thing about quantifying the value of junior engineers is that we don't know how to quantify the value of any engineer. So it's all vibes.

    Watch from 1:16:34 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Equating better with faster is a very immature description of what better means.

  1. Charity Majors Co-founder and CTO of Honeycomb We can go fast. Let's do same thing faster, you know, just boom. And I've come to feel like that is a very immature description of what better is. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:08:01 into the videoAll korrents from this video
    We can go fast. Let's do same thing faster, you know, just boom. And I've come to feel like that is a very immature description of what better is.

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    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript

Team output is still what matters, however hard the industry pushes to measure individual output.

  1. Charity Majors Co-founder and CTO of Honeycomb I also believe that, you know, there's been this whole push towards individual output, but teams are still what matter. Teams output. Stop being skeptical about AI for development with Charity Majorsyoutube.com · 12 Aug 2026 · 0:07:24 into the videoAll korrents from this video
    I also believe that, you know, there's been this whole push towards individual output, but teams are still what matter. Teams output.

    Watch from 0:07:24 plays here

    ↗Stop being skeptical about AI for development with Charity Majorsyoutube.com

    12 Aug 2026 · video · 1h 26m · spoken · machine transcript