Middle Out PM @aaMiddleOutPM
Lead PM at a large FinTech • Staying curious and constantly learning Joined January 2021-
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i watched a guy screenshare how he makes millions with 7 ai agent workflows, his name is rowan cheung from the rundown 1/ an avatar that records videos so he doesn’t have to and gets millions of views 2/ a voice-to-tweet system that turns walks into content. 3/ a newsletter…
Recently, I've noticed people making a big deal about how we haven't yet seen massive disruption to job markets and knowledge work from AI, and so they're starting to doubt that it will happen soon. And investors are wondering if they can just sort of ignore it for a while.
The five types of product managers according to @pxd (ex-@OpenAI, @instagram, @Uber, @facebook, @airtable): 1. The consumer PM: Half designer, half product person. Obsessed over the details, asking questions like "Is it delightful?" and "Is it crafted well enough?" 2. The…
10 pieces of career advice I’ve gotten that work to the upside (get promoted quickly) and as downside protection (never get fired) 1. Your #1 job is to make your boss look great. (Almost) everything else is a distraction 2. Big careers are made by running toward the fire, not…
A lot of magic happens after you realize that most achievements in life are just numbers games and the number of times you’re willing to try again is higher than everyone else’s.
cognitive decline at 30 is a lie your skills don't peak until your mid-40s and even then, losing them is entirely your choice. 1/
These 36 startups each raised $10-50M in recent weeks from top-tier funds, have <50 employees, and are hiring:
PMs are not evaluated on system design questions the same as engineers! So the real question is: how should you prepare? As a technical program or product manager... there's a dearth of content. These are the main differences:
Everyone wants to be successful. No one wants to be embarrassed. The price of the first is the second.
Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are…
Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are…
How much product managers make in salary, equity, and total comp in the U.S., Europe, and Canada: 1. The median starting total comp for a PM in the U.S. is $139,000. 2. A 90th-percentile senior individual-contributor (IC) PM can hit $350,000 in base salary and close to…
This is the type of advice that sounds correct and insightful but is often incorrect for some reasons that are really important to understand: The primary one is that a career is not a public equity. Your talent doesn't get priced by the minute, hour, or even by the year. Some…
𝗪𝗵𝗮𝘁 𝗔𝗣𝗜 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗮𝗹 𝘀𝘁𝘆𝗹𝗲𝘀 𝗱𝗼 𝘆𝗼𝘂 𝗸𝗻𝗼𝘄? API architecture styles define how components in your systems communicate. When designing an API, the architectural style is crucial in determining its functionality, efficiency, and usability. Here…
People were curious, so here's how I'm using Deep Research. I'll walk through the prompting and then an example: 1. First, I used O1 Pro to build me a prompt for Deep Research to do Deep Research on Deep Research prompting. It read all the blogs and literature on best practices…
This is an insanely underrated lecture that breaks down complex AI concepts into simple, powerful insights for leaders.
Karpathy just dropped a new banger: 3:30 hours for a deep dive into LLMs > neural net internals > pretraining to post-training > hallucinations, tool use, memory > tokens to think and RL > DeepSeek R1
Bumping this excerpt from @GavinSBaker on ILTB “So Larry Page has evidently said internally at Google many times, "I am willing to go bankrupt rather than lose this race."”
This guy literally drops a free masterclass on AI, robotics and computing. Can’t believe it’s free.
I think about this twice a day. Every morning when I sit down to read & again when I begin to work, I say to myself, “Accept the initial agitation.” When you try to focus, Andrew Huberman explains, “the brain circuits that turn on first are of the stress system.” Meaning:…

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