Chris Hadley

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Chris Hadley

Chris Hadley

@chrishadley

Helping others build @UnlockStratHQ. Helping bring Oakland back with https://t.co/oDZInPJmzR. Dad. DJ. Decent cook.

Oakland Katılım Eylül 2008
504 Takip Edilen488 Takipçiler
Chris Hadley
Chris Hadley@chrishadley·
@clairevo Vercel’s product is good, but you feel the upward pricing pressure all over the place. They might have things dialed in perfectly because I still use Vercel when I want a polished deployment environment, despite my annoyance with pricing.
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claire vo 🖤
claire vo 🖤@clairevo·
idk kind of feels like a masterclass in pricing & packaging for a multi sku, usage based platform. growth PMs and PnP folks should probably study this for best practices. a PLG warm bath slowly boiling to a 7fig enterprise contract, just as god intended.
ROFI@bidah

Exposing @vecel upselling tactics: Releasing theupsellgame.com, an investigative website that details all the upselling Vercel does, which you only discover when you are already locked in.

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Auren Hoffman
Auren Hoffman@auren·
AIs using the browser is insanely inefficient my colleague Nimna created a claude skill for cowork to make it 800% faster - and open sourcing it comment “skillz” here and i will get you to browser-optimizer skill kicker: it even reverse-engineers any web app's hidden API in under 2 minutes … extending claude’s chrome extension the problem: people will set up a sophisticated AI agent and then have it click through a web app one item at a time. like hiring a Formula 1 driver and making them push the car. every modern web app is a thin UI layer over an API. the data you want is one fetch() call away. but most people -- and most AI agents -- default to the human path: navigate, click, wait, read, repeat. the speed difference is NOT marginal. bulk API calls vs. manual page navigation is routinely 5-50x faster. i watched a workflow go from 2+ hours of manual clicking to 3 minutes by just intercepting the app's own API calls and reproducing them programmatically. It also includes workarounds for common blockers like PII filters on browser extensions, infinite scroll pages, and apps that use WebSockets instead of REST. the hierarchy is simple. if the app has a direct API, use it. if not, check if the data is already sitting in the browser's memory (most React and Next.js apps dump everything into window globals on page load). if not, open the network tab, click ONE thing, find the API pattern, then bulk-fetch everything. DOM scraping is the last resort, not the first instinct. this matters because AI agents are doing most of the repetitive work inside web apps. the agents that figure out the programmatic shortcut will be 10-50x more productive than the ones that simulate a human clicking around. same as how revenue per employee is about to go up 3-10x -- the gap between good and bad automation is enormous. manual clicking is the new manual data entry. it's a failure state NOT a strategy. (comment “skillz” here and i will get you to browser-optimizer skill)
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Chris Hadley
Chris Hadley@chrishadley·
@patio11 One my aims with consulting engagements is to *not* ask clients to make a lot of decisions, the goal is to take things off their plates, not give them a new project management role.
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Patrick McKenzie
Patrick McKenzie@patio11·
A lot of businesses and governments are wanton with how much executive attention they want from counterparties, incidentally, frequently in ways that make me think “This really seems like you are asking me to do your job for you, with no possible upside.”
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Patrick McKenzie
Patrick McKenzie@patio11·
A common model I have is that, like many people, I have some finite amount of consequential decisions I can make a day. This is sometimes a frustration for my wife, who wants me to spend a decision on e.g. “What color should we make…”
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Chris Hadley
Chris Hadley@chrishadley·
@Liv_Boeree Hope this doesn’t face the same fate at the hands of environmental groups as Golden Rice
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Yishan
Yishan@yishan·
So, you know the little embedded Gemini button in all your Google Suites (docs, spreadsheets, drive, etc) that they're trying to foist on us? It seems like it would be plenty handy except that it doesn't really seem to have access to the document you're working on, or the ability to thoroughly search your drive. It just seems to be a chat interface next to your work but not connected to it. What's up with that? Am I not using it correctly?
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Chris Hadley
Chris Hadley@chrishadley·
@jdevalk @dipakcgajjar I did read the post :) I like your ideas and shared with a colleague, we’ve been moving from traditional CMS too. The method i wrote about is similar to your section on client editing, except instead of AI as the bridge to posting changes, we use more structured automations
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Dipak Gajjar
Dipak Gajjar@dipakcgajjar·
A properly configured WordPress site with object cache and a CDN in front is already near-static in terms of delivery. You just get the CMS on top for free. Good luck @jdevalk convincing a non-technical client to push markdown files to Git just to publish a blog post. WordPress exists because content management is a real problem. Static tools solve the developer experience, not the client experience.
Joost de Valk@jdevalk

I built Yoast SEO. I ran my blog on WordPress for years. Then yesterday I moved it to static HTML. Everything that matters, SEO, search, schema, is still there. What I dropped was the overhead. Do you actually need a CMS? For quite some sites: no. joost.blog/do-you-need-a-…

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Chris Hadley
Chris Hadley@chrishadley·
@robustus Looks great! Serif fonts, clean lines, tan background... feels like a chart in The Economist. Was waiting out some recent storms and built this for traveling Tahoe from the Bay area tahoetiming.app - local weather offers a lot of ops to make cool niche apps!
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Dan
Dan@robustus·
Personal software era example: I decided all weather sites suck, so just had claude code build one I like: skyfast.ai Even if this gets exactly 1 monthly active user forever, it was worth the 1hr of attention to build it ¯\_(ツ)_/¯
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meowy catgirl
meowy catgirl@nyanotech·
@chrishadley @gravelot142 @sdamico im still curious if you can just, like, microwave the whole load also kinda want to see more dryers like the roborock washer/dryer, where instead of relying only on heat, it absorbs the moisture into a zeolite cartridge, which continuously rotates/dries
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Chris Hadley
Chris Hadley@chrishadley·
@gravelot142 @sdamico If the device was aware of the dry weight of the load, seems it could infer when this happens from weight, temp and humidity.
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gravelot
gravelot@gravelot142·
@sdamico Would it be possible to come up with a sensor which could work out that the clothes had formed a ball with a wet middle and a crispy dry outside??? The problem with driers and sensors is always far more than the actual sensors
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Chris Hadley
Chris Hadley@chrishadley·
Clothes drying seems a tricky sensing problem because moisture in the air wouldn’t predict dryness with precision in many cases. Different fabrics vary in moisture capacity and evaporation rate; size of what is dried and fullness of the dryer also add complexity. My intuition is sensor methods best at lower temps / longer cycles, promoting more even drying (no one wants long cycles tho!). A sprinkling of neuroticism probably would help with the fine-tuning.
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Chris Hadley
Chris Hadley@chrishadley·
Even for less commodity products like “used intermediate-level skis, ”there is simply not a lot of un-optimized inventory out there. I’ve been helping my kids find gear online lately and have been surprised by the lack of obviously great deals. Whether it be skis, fitness equipment, or gaming computer parts, pretty much everything is priced correctly in all the obvious places.
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Gergely Orosz
Gergely Orosz@GergelyOrosz·
Exactly this. Spin off 100s of agents to find the best airline ticket (cheapest) for a given route In the end you find what Skyscanner / Kayak / Google Flights serves you on the first request… it’s their whole business to do it!!
Anuraag Singh@anuraagsidhu

@GergelyOrosz This is accurate. Needed to find a cheap last minute international ticket during December. Unleashed a number of different agents on different systems and still ended up finding a cheaper ticket manually on Google flights at the end. The agents also cost money btw.

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Gergely Orosz
Gergely Orosz@GergelyOrosz·
Eh. I just don’t buy this because I actually understand specific examples all too well: 1. It paints a picture of DoorDash disrupted by vibe coded alternatives. Dude. DoorDash / Uber moat is NOT software!! It’s real-world physical logistics. AI cannot disrupt DD… 2. (cont’d)
Citrini@citrini

JUNE 2028. The S&P is down 38% from its highs. Unemployment just printed 10.2%. Private credit is unraveling. Prime mortgages are cracking. AI didn’t disappoint. It exceeded every expectation. What happened?​​​​​​​​​​​​​​​​ citriniresearch.com/p/2028gic

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Chris Hadley
Chris Hadley@chrishadley·
@jrivanob sounds like you think success is bad for California
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Chris Hadley
Chris Hadley@chrishadley·
@birdy_bird1 @mattshumer_ My 14 year-old is pretty down on AI, too! It’s wild to see the way kids are opposed to this latest technology instead of excited about it.
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birdy-bird
birdy-bird@birdy_bird1·
I'm a homeschooling mom (ex-dotcom/tech copywriter) and I read every word. Our 15-yr old son is studying the classics and critical thinking. He hates the idea of AI, like a lot of kids his age. I'm going to read your peace with him. Much appreciated. So many are trying to ignore.
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Chris Hadley
Chris Hadley@chrishadley·
@LizMair At most schools, no. Students often move elsewhere. Stanford is an exception. The school has fostered a culture around its on-campus life, nearby housing is as costly as it gets, and commuting there is a pain.
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Liz Mair
Liz Mair@LizMair·
British person question here: Is it common at American universities to live on campus for all four years? Is it desirable? Because if you did that in the UK it would either signal that you were extremely impoverished or a major league saddo with no mates.
Owen Gregorian@OwenGregorian

Nearly 40% of Stanford undergraduates claim they’re disabled. I’m one of them | Elsa Johnson, The Times In 2023, one month into my freshman year at Stanford University, an upperclassman was showing me her dorm room — a prized single in one of the nicest buildings on campus. As she took me around her space, which included a private bathroom, a walk-in shower and a great view of Hoover Tower, she casually mentioned that she had lived in a single all four years she had attended Stanford. I was surprised. Most people don’t get the privilege of a single room until they reach their senior year. That’s when my friend gave me a tip: Stanford had granted her “a disability accommodation”. She, of course, didn’t have a disability. She knew it. I knew it. But she had figured out early what most Stanford students eventually learn: the Office of Accessible Education will give students a single room, extra time on tests and even exemptions from academic requirements if they qualify as “disabled”. Everyone was doing it. I could do it, too, if I just knew how to ask. A recent article in The Atlantic reported that an increasing number of students at elite universities were claiming they had disabilities to get benefits or exemptions, which can also include copies of lecture notes, excused absences and access to private testing rooms. Those who suffer from “social anxiety” can even get out of participating in class discussions. But the most common disability accommodation students ask for — and receive — is the best housing on campus. At Stanford University in Palo Alto, California, where competition for the best dorm rooms is fierce, this practice is particularly rife. The Atlantic reported that 38 percent of undergraduates at my college were registered as having a disability — that’s 2,850 students out of a class of 7,500 — and 24 per cent of undergrads received academic or housing accommodations in the fall quarter. At the Ivy League colleges Brown and Harvard, more than 20 per cent of undergrads are registered as disabled. Contrast these numbers with America’s community colleges, where only 3 to 4 per cent of students receive disability accommodations. Bizarrely, the schools that boast the most academically successful students are the ones with the largest number who claim disabilities — disabilities that you’d think would deter academic success. The truth is, the system is there to be gamed, and most students feel that if you’re not gaming it, you’re putting yourself at a disadvantage. That’s why I decided to claim my legitimate illness — endometriosis — as a disability at Stanford. When I arrived on campus two and a half years ago, I would have assumed that special allowances were made for a small number of students who genuinely needed them. But I quickly discovered that wasn’t true. Some diagnoses are real and serious, of course, such as epilepsy, anaphylactic allergies, sleep apnea or severe physical disabilities. But most students, in my experience, claim less severe ailments, such as ADHD or anxiety. And some “disabilities” are just downright silly. Students claim “night terrors”; others say they “get easily distracted” or they “can’t live with others”. I know a guy who was granted a single room because he needs to wear contacts at night. I’ve heard of a girl who got a single because she was gluten intolerant. That’s why I felt justified in claiming endometriosis as a disability. It is a painful condition in which cells from the uterus grow outside the womb. I’m often doubled over in agony from the problem, for which there is no known cure, so I decided to ask for a single room in a campus dorm where I could endure those moments in private. The application process was very easy. I registered my condition on the Stanford Office of Accessible Education website and made an appointment to meet an adviser later that week. The system is staffed largely by empathetic women who want to help students. As I explained my diagnosis and symptoms over Zoom to one woman, she listened, nodded sympathetically, related my problems to her own life and asked a few basic questions. Within 30 minutes, I was registered as a student with a disability, entitled to more accommodations than I asked for. In addition to a single housing assignment, I was granted extra absences from class, some late days on assignments and a 15-minute tardiness allowance for all of my classes. I was met with so little scepticism or questioning, I probably didn’t even need a doctor’s note to get these exemptions. Had I been pushier, I am sure I could have received almost any accommodation I asked for. While I feel entitled to my single room, I would feel guilty about some of the perks I have — except that so many of my fellow students have gamed the system. Take Callie, a recent Stanford grad with ADHD and Asperger’s who agreed to be quoted under a pseudonym. Callie was diagnosed with her conditions in elementary school; in return, Stanford granted her a single room for all four years, plus extra time on tests — and a few more perks. “In college, I haven’t had that many ‘in real life’ tests as opposed to take-home essays,” Callie told me. “When I did use the extra time, I felt guilty, because I probably didn’t deserve the accommodations, given the fact I got into Stanford and could compete at a high academic level. Extra time on tests — some students even get double time — seems unfair to me.” But at Stanford, almost no one talks about the system with shame. Rather, we openly discuss, strategise and even joke about it. At a university of savvy optimisers, the feeling is that if you aren’t getting accommodations, you haven’t tried hard enough. Another student told me that special “accommodations are so prevalent that they effectively only punish the honest”. Academic accommodations, they added, help “students get ahead … which puts a huge proportion of the class on an unfair playing ground”. The gaming even extends to our meals. Stanford requires most undergraduates living on campus to purchase a meal plan, which costs $7,944 for the 2025-26 academic year. But students can get exempted if they claim a religious dietary restriction that the college kitchens cannot accommodate. And so, some students I know claim to be devout members of the Jain faith, which rejects any food that may cause harm to all living creatures — including small insects and root vegetables. The students I know who claim to be Jain (but aren’t) spend their meal money at Whole Foods instead and enjoy freshly made salads and other yummy dishes, while the rest of us are stuck with college meals, like burgers made partly from “mushroom mix”. Administrators seem powerless to reform the system and frankly don’t seem to care. How do you prove someone doesn’t have anxiety? How do you verify they don’t need extra time on a test? How do you challenge a religious dietary claim without risking a discrimination lawsuit? I often think back to that conversation with my upperclassman friend. She wasn’t proud of gaming the system and she wasn’t ashamed either. She was simply rational. The university had created a set of incentives and she had simply responded to them. That’s what strikes me most about the accommodation explosion at Stanford and similar schools. The students aren’t exactly cheating and if they are, can you blame them? Stanford has made gaming the system the logical choice. When accommodations mean the difference between a cramped triple and your own room, when extra test time can boost your grade point average, opting out feels like self-sabotage. Who would make their lives harder when the easiest option is just a 30-minute Zoom call away? thetimes.com/us/news-today/…

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Chris Hadley
Chris Hadley@chrishadley·
@micyoung75 @kyledcheney mikes point doesn’t land because it was so obviously written by ai that no human mind would give it a second thought
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Mike Young
Mike Young@micyoung75·
Kyle’s point lands because the record is starting to rhyme: a federal surge, then a letter conditioning de-escalation on unrelated concessions like voter-roll access and policy changes. That is leverage, not law. Then Trump jumps in with “playing with fire,” which reads like the quiet part out loud: comply or else. That is exactly how you turn a hard legal question into a simple one for a court. Anti-commandeering is not a vibe, it’s a rule. Printz and Murphy exist because the federal government does not get to bully states into doing its political errands. If this administration wanted cooperation, it would show its work, share facts, and stop treating constitutional limits like obstacles to crush.
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Kyle Cheney
Kyle Cheney@kyledcheney·
Trump could not have designed a better statement to convince Judge Menendez that Operation Metro Surge is meant to coerce policy changes. Courts have ruled repeatedly that the Fed govt cannot coerce states to enforce federal law. Nor is it illegal for states to decline to do so. And the menacing “playing with fire” is exactly the kind of statement (“retribution is coming”) that worked against the administration in court earlier this week.
Kyle Cheney tweet media
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Chris Hadley
Chris Hadley@chrishadley·
Nice job. It’s good to see learning science represented accurately on social media. I worked some with the Bjorks in grad school, always happy to see their “desirable difficulties” framing shared. You’re right about these methods being difficult to scale in classrooms, and they aren’t a fun experience for learners. Difficulties are difficulties, after all. But they are a powerful tool for motivated students. I hope to see more EdTech platforms incorporate them, as those platforms can be adaptive in a way a typical classroom cannot.
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Justin Skycak
Justin Skycak@justinskycak·
TLDR: There are numerous cognitive learning strategies that 1) can be used to massively improve learning, 2) have been reproduced so many times they might as well be laws of physics, and 3) connect all the way down to the mechanics of what's going on in the brain.
Justin Skycak@justinskycak

x.com/i/article/2013…

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Chris Hadley
Chris Hadley@chrishadley·
@lauriewired RSVP can even induce people to recall words they were not presented. Did some fun research on the illusory word phenomenon in RSVP lists early in my career.
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