Bobby Muldoon

VP of Engineering at YipitData

[Tim Cook @tim_cook]

As part of our $600B commitment, Mac mini will be produced in the US for the first time later this year!

We're accelerating our progress even further— producing more AI servers and opening an all-new Apple Advanced Manufacturing Center for hands-on training.

[Jack Mallers @jackmallers]

Bitcoiners have long viewed Bitcoin as the solution to currency decline. Better gold. Ultimate money.

Instead, the broader market has treated it like a software stock.

Painful, but this dip may be how Bitcoin stops trading like tech and starts trading like a hard asset.

[Bobby Muldoon @TheDooner64]

@NkirbyNYY How did we become this pathetic

[Bobby Muldoon @TheDooner64]

@gerovich @DylanLeClair Truly incredible @gerovich , keep it up! @DylanLeClair was a good hire…

[Aakash Gupta @aakashgupta]

Jensen Huang: AI is going to make poorly defined work much more valuable.

Because that’s all humans will do. AI will handle everything else.

So what is poorly defined work, and how do you get good at it?

Defined work means given these inputs, produce this output. Write code that does X. Summarize this document. Calculate this metric. The goal is specified. The constraints are known. The evaluation criteria exist before you start.

Poorly defined work means should we even build this feature? What market should we enter next? Is this candidate going to work out? Which of these three strategic directions is least wrong? There’s no right answer you can verify. There’s only judgment.

AI is going to get freakishly good at defined work. Give Claude a spec and it’ll execute. Give GPT a rubric and it’ll score. The skill of translating well-defined problems into solutions is getting automated at 10x speed every 18 months.

But AI can’t tell you what problem to solve in the first place. It can generate 50 options. It can’t tell you which one matters. That requires something AI fundamentally lacks: skin in the game. Stakes. Consequences you actually have to live with.

So how do you get good at poorly defined work?

You make irreversible decisions faster than feels comfortable. The skill is pattern recognition built through reps. You can’t build judgment by thinking about decisions. You build it by making them and eating the outcomes.

You get comfortable with “I don’t know yet” and commit anyway. Defined work has the comfort of eventual correctness. Poorly defined work means moving while uncertain. The people who thrive here tolerate that discomfort instead of seeking premature closure.

You build taste through volume. Taste is internalized judgment from thousands of micro-decisions. The designer who can feel when something is off made 10,000 design choices before. The PM who senses a bad roadmap decision lived through 100 launches.

You seek roles where you own outcomes, not tasks. Task ownership is defined work. Outcome ownership forces you into the undefined space constantly. You can’t own revenue without deciding which features matter.

The uncomfortable truth: most people’s entire careers have been defined work dressed up as judgment. They executed someone else’s strategy. They optimized someone else’s metrics. They never had to decide which metrics mattered.

That’s about to become visible. Fast.

[Bobby Muldoon @TheDooner64]

@nic_carter I agree with you… thanks for driving urgency

[Bobby Muldoon @TheDooner64]

Never give up

[The Winning Difference @thewinningdiff1]

The difference is the relentless effort you decide to give for your team.

[Bobby Muldoon @TheDooner64]

This is what it’s all about! @ii_jermaine

[Jermaine Johnson II @ii_jermaine]

I’d be lying if I said I was happy my brothers are gone because I’m not, I’m sick. But, I believe strongly in the organization, staff and my other brothers in the locker room. I said when I got drafted I wanted to be the reason or part of the reason this thing gets changed for the better and that’s going to continue to be my outlook. I love this team and this fan base and y’all will continue to get my all, my absolute best on and off the field. Let’s look onward and upward because better things are coming and I give my word on that. Go Jets always💚

[Bobby Muldoon @TheDooner64]

People don’t realize how good baseball is. Glad you’re feeling this for the first time @ChaseDaniel

[Chase Daniel @ChaseDaniel]

I’ve never felt like this about baseball before…..on the edge of my seat.

This series has had everything

[Bobby Muldoon @TheDooner64]

Excellent read @jvisserlabs

[Jordi Visser @jvisserlabs]

https://t.co/gCWSQ3bk8M

[Rich Cimini @RichCimini]

Well done. #Jets #74

[Bobby Muldoon @TheDooner64]

@nateburleson ran into you today and told you my feelings on the @nyjets . Just wanted to thank you for your kindness 🫡

[Aaron Levie @levie]

A lot of AI projects have limited impact only due to the fact that people don’t push AI far enough.

You actually have to rethink your understanding of what software can now do to get the full benefit from AI agents. The key is not to think about AI as automating the capabilities of software, but rather automating the capabilities of people.

The question you have to work backwards from to push AI agents the farthest is, “what would a person do with this task” and let’s see if AI can now do it. And increasingly, that task size can get larger and larger.

Yes, a good chunk of the time AI isn’t ready yet. But this is the right way to think about AI agents and their impact. You won’t know if they’re ready yet until you keep trying. And if you don’t set that high of a bar, you’re basically going to get limited productivity gains.

[Bobby Muldoon @TheDooner64]

@LukeGrant7 Jazz was a major factor with his botched double play

[Dave W @daveweisberger]

If you think this is a random musing, you are asleep...

When the Secretary of the Treasury starts talking about a re-alignment of the financial system, pay attention, because PRINTER IS COMING.

[Chamath Palihapitiya @chamath]

Vertical integration (hardware + model + apps) is a must to win in AI.

Tesla started this critical process a decade ago.

[Bobby Muldoon @TheDooner64]

Legend

[Odell Beckham Jr @obj]

People doubted me when I accepted my @CashApp paycheck in Bitcoin. Jokes on you. Sign up with my referral code OBJBTC and get $20 in BTC to get started. #ad #paidpartner

[Lyn Alden @LynAldenContact]

Well, that escalated quickly.

My Nothing Stops This Train keynote from Vegas has 200,000+ views on YouTube after the first week.
https://t.co/QXfcpp2Tis

[Bobby Muldoon @TheDooner64]

This is true

[Alexander Leishman 🇺🇸 @Leishman]

Open communications systems: phone, sms, email, etc. are becoming increasingly impossible to use without subjecting yourself to constant spam.

[Bobby Muldoon @TheDooner64]

@simplybitcoin Or you could just get a HELOC