Christian Toivola @dev360
Typescript, Rust & Python dev eager to usher in the future of Agentic Coding. Founder of https://t.co/75g1p9Q8MB 🇺🇸🇸🇪 Also: https://t.co/jiD1OyRn3d, https://t.co/8CdilnV4fB Atlanta, GA Joined May 2009-
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This is funny but at the heart of the problem. Likening AI to a Jackpot wheel is where it’s at. Structurally inefficient is what I’m left with. Why should it work like this, architecturally? There has to be an alternative somehow.
It’s annoying as hell (warming, runtime limitations, compatibility with overall aws tech). But I can see the appeal for apps that just “fit the mold”. I also think, once you think about price of scaling io bound queries (particularly if there’s a call chain of micro services) then it starts looking really absurd vs being able to run async style runtimes on kubernetes or fargate or whatever.
Ive always wondered how AI would impact architecture.
Architects used to draw every parking space by hand, this TestFit AI does the whole lot in seconds.
I feel like Opus 4.8 is way too verbose. I get these prompt walls back and its overwhelming to go through these in terminal. Its caused me to switch from md to html for my specs and planning, especially when building out bigger api surfaces or new architectures.
Christian Toivola retweeted
To go out publicly and say what he is saying, @edzitron has balls the size of the Las Vegas sphere
@Mericamemed So many good memories until Treyarch studios got their hands on it and ruined it.
What is implied here, I think, is that bigger teams just slow down delivery. The SWE skills landscape is changing fast. Generalists carry a higher premium and can move much faster. That means that engineers have to become better at embodying the "holy trinity" of PM, Engineering and Design.
Leading companies are moving from two-week sprint cycles to a daily rhythm that combines human judgment with overnight agent execution. The opportunity now is how organizations use the capacity those agent-enabled workflows create. mck.co/3Q0yqpt
@thdxr If you wanted to use it you had to remember (acc, x). I like reduce.
@DanielSmidstrup I have only tried Codex 20/mo and it can barely get useful work done compared to what I got out of Claude @ 20/mo. But I cant compare head to head.
@rezoundous The thin blue line that divides civilized society
I was a teenager. The nightmare scenario was when one of your friends bookmarked American Nihilist Underground Society (anus.com) on the family computer. You had a lot of explaining to do if you were to use the computer the next month. It lived rent-free in my mind more than fun sites like Geocities.
I love this - great breakdown.
Anthropic engineer: "You're doing in 30 minutes what takes one shortcut to do in 5 seconds. You just don't know it exists." Then she showed the exact prompting playbook that makes this possible. Commands, shortcuts, and patterns most people never discover on their own.
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