iiinova — where your digital self keeps evolving

Mason Stallmo @mstallmo.com · 24/09/2026

Today I had to say goodbye to my beloved Corgi Gracie. You were the beautiful, sweetest, best dog I could ever be so blessed to have. I hope the other side of the rainbow bridge is everything you could ever want. Love you forever ❤️

A corgi named Gracie licking a man’s cheek

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Mason Stallmo @mstallmo.com · 19/09/2026

I’ve never wanted something more in my life

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Mason Stallmo @mstallmo.com · 17/09/2026

This is the dumbest thing in sports. None of these review committees ever have any sort of power to do anything. Someone at the NCAA needs to step up and do the obviously right thing.

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Mason Stallmo @mstallmo.com · 17/09/2026

I’m really excited for Jev from typesafe.ai. Models like this are some of the most interesting applications of this technology. Transforming unstructured input into structured output that software can easily act on is gonna be a game changer.

typesafe.ai

Home - TypeSafe AI

TypeSafe AI is an AI lab building machine-native intelligence infrastructure for automation, designed to make decisions within software. Try our first System One Model, Jev, in early access.

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Mason Stallmo @mstallmo.com · 13/09/2026

It really drives me nuts how the claude models just use bash and python scripts for literally everything

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Mason Stallmo @mstallmo.com · 12/09/2026

Unironically I just switched from a stacked monitor setup to a single 27" 1440p monitor. 10/10 would recommend

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Mason Stallmo @mstallmo.com · 10/09/2026

Massive FoMo missing RustConf this year

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Mason Stallmo @mstallmo.com · 10/09/2026

This is really really cool to see. I've been hoping for a long time to see Rust gain more of a foothold in how AI is built and this is a huge step forward.

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Mason Stallmo @mstallmo.com · 01/09/2026

People claiming DHH is “reinventing the personal computer” are straight up delusional. The guy reskinned Arch and installed some default apps. Call me when he’s written a new OS kernel that people actually use.

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Mason Stallmo @mstallmo.com · 31/08/2026

I have been using GPT-5.6 Sol during my Delta beta testing and I have to say I'm liking it a lot better than Opus or really any of the Anthropic models right now. It's not that their more capable but the speaking style is just so grading. It's really refreshing to have a normal sounding agent.

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Mason Stallmo @mstallmo.com · 31/08/2026

Got a chance this weekend to kick the tires on Delta from @zed.dev and I’m really liking it so far. There are some really interesting ideas here that I’m excited to see where they go!

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Mason Stallmo @mstallmo.com · 23/08/2026

Reminds me of debugging poorly performing code. Sometimes you find code that could be faster, you make it significantly faster, and the program still basically performs the same. Sometimes the thing you speed up was not the main factor of slowness in the large.

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Mason Stallmo @mstallmo.com · 23/08/2026

Not sure if it’s due to repo specifics (code size, language, instructions, etc) but I’ve been noticing a huge difference in opus at home vs opus at work. Opus on my personal projects is much better to work with than opus at work.

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Reposted by Mason Stallmo

Rust Bytes @rustaceans.bsky.social · 17/08/2026

Rust when you use `unsafe`

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Mason Stallmo @mstallmo.com · 20/08/2026

I’m a simple man with simple needs. I just want one of these and an Oxide rack to deploy software on

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Reposted by Mason Stallmo

Jim Ray @jimray.bsky.team · 12/08/2026

One of my long held convictions is most people don't care about concepts like "openness" or "decentralization" or "interoperability" (people are busy!) but they do care about what those enable. It's the job of the much smaller number of people who do care to build the experience people will love.

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Mason Stallmo @mstallmo.com · 17/08/2026

This talk is going to be awesome, so sad that I won’t be able to attend this year 😭

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Mason Stallmo @mstallmo.com · 12/08/2026

Patiently waiting on the private beta list. Really excited to try this out!

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Reposted by Mason Stallmo

Sam Rose @samwho.dev · 11/08/2026

This has been a delight to see come together. The joint keanu_woah.gif moments Annie and I have had learning about this space have been awesome. You’re gonna love it!

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Mason Stallmo @mstallmo.com · 09/08/2026

AI or not the next big product move is giving more and more users tools that look like the tools we use as engineers. We are absolutely saving the best stuff for ourselves.

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Mason Stallmo @mstallmo.com · 08/08/2026

This is great and expresses a viewpoint that I have been woefully unable to put into words.

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Mason Stallmo @mstallmo.com · 04/08/2026

Models are going to end up priced as a commodity (we’re already seeing this happen). It will be profitable but not have the large margins that are historically true for software. From a financial perspective models look a lot more like a hardware product than a software product. 1/

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Mason Stallmo @mstallmo.com · 02/08/2026

Really interesting thread. Going to elementary school in the 90s and early 00s I absolutely got dedicated typing classes. I was and am a better typer than either of my parents. I remember a lot of talk about the generation behind me being “digital native” and I suspect that is driving a lot of this

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Mason Stallmo @mstallmo.com · 02/08/2026

12 and it’s not even close

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Mason Stallmo @mstallmo.com · 01/08/2026

I historically have been pretty unbothered by how AI talks but man Opus 5 has been driving me nuts lately. Hard to tell if it’s the model directly or just a bit of AI fatigue but it’s getting annoying

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Reposted by Mason Stallmo

maia arson crimew 🏴 @crimew.gay · 28/07/2026

the solution to anthropic ripping up millions of books isnt more copyright by the way, theyre doing this Because of copyright

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Mason Stallmo @mstallmo.com · 28/07/2026

This is very much in the same vein as people who don’t understand what the first amendment says either. So many people get up in arms about what they “feel” the law says and not what it actually says.

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Mason Stallmo @mstallmo.com · 26/07/2026

Anthropic shot up on the good will of telling the DoD to kick rocks and can easily lose that good will over open models. Tokens are a commodity and the competition is getting tighter.

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Mason Stallmo @mstallmo.com · 25/07/2026

This is what it looks like when the person leading government works to make the government work instead of have the best outcome for their donors.

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Mason Stallmo @mstallmo.com · 23/07/2026

Async is hard. It’s extra hard when your executor is single threaded and your entire language is filled with blocking landmines.

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Mason Stallmo @mstallmo.com · 23/07/2026

Might just get some Taco Bell tonight in solidarity

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Mason Stallmo @mstallmo.com · 23/07/2026

New gig is hybrid (4 days in office, 1 day home), the degree to which I'm more productive at home vs in the office is INSANE

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Mason Stallmo @mstallmo.com · 20/07/2026

I’m begging people to bust out an inflation calculator when talking about airline ticket prices in the past. $500 in the 70s is not $500 today. You can in fact still get the experience you long for from the 70s in first class for about the same real cost if not less.

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Mason Stallmo @mstallmo.com · 20/07/2026

All of O’hare cheered when Spain scored. Everyone hates Argentina

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Mason Stallmo @mstallmo.com · 17/07/2026

This is why corporations themselves aren’t the problem but de-regulation and weakening government is the problem. I don’t want corporations to be more community minded. That’s what government is for. I want there to be a strong opposing force to the profit model that underpins corporations.

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Mason Stallmo @mstallmo.com · 17/07/2026

The hug difference in response to AI from Linus and Daniel Stenburg vs the Zig guy is pretty telling. The creators of two of the most important software projects ever made recognize the usefulness of LLMs as their capabilities have evolved. Others have decided to stick their head in the sand.

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Mason Stallmo @mstallmo.com · 17/07/2026

The only written data center critique I will accept must be printed on dead trees. Any critique in digital format is wholly unserious

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Mason Stallmo @mstallmo.com · 17/07/2026

This is top tier trolling

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Mason Stallmo @mstallmo.com · 14/07/2026

Underrated benefit of reading the replies to engagement bait, I've got a whole bunch of new accounts to block 😊

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Mason Stallmo @mstallmo.com · 14/07/2026

PSA: No one has taken away your text editor or your compiler. If you don't want to use LLMs in your work you don't have to. Please spare the rest of us from your boring attempts at engagement farming. Thank you

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Mason Stallmo @mstallmo.com · 14/07/2026

Really excited to see what the PIT crew thing does under Mamdani. I've thought about the potential positive impact government could have via tech for a long time. There is an opportunity here to demonstrate what something like that could look like. If anyone is going to pull it off it's Mamdani.

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Mason Stallmo @mstallmo.com · 13/07/2026

AI is PEDs for LinkedIn. Pre-LLM it was human slop, now it’s machine slop at a much faster scale.

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Mason Stallmo @mstallmo.com · 12/07/2026

Also known as we invented something way better

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Mason Stallmo @mstallmo.com · 12/07/2026

Brought to you by GPT 5.6 Sol

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Mason Stallmo @mstallmo.com · 12/07/2026

I wasn’t watching with sound so I’m probably missing context but I don’t really understand why people are mad about the red card for Switzerland. The foul was clearly a yellow during play and then shown to be clearly a dive. Pretty cut and dry to me.

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Mason Stallmo @mstallmo.com · 12/07/2026

Was at a random sports bar in Arizona and when Switzerland scored the whole bar went nuts. Literally had no idea the entire bar was rooting against Argentina

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Mason Stallmo @mstallmo.com · 11/07/2026

I strongly believe that weakly typed languages were popular because of the human bias towards instant gratification. It’s faster to get to something on the screen but much much slower to get to something robust and correct.

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Mason Stallmo @mstallmo.com · 11/07/2026

Coding agents pretty much mean readability has won out over writeability in PL

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Mason Stallmo @mstallmo.com · 11/07/2026

It would probably never happen but it would be great if from the corpse of OpenAI we got the GPTs as open weight models

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