jack stacks 🇺🇸

I've wrapped up my engagement with the great team at @supermodeltools . I'm proud of what we built. Along the way, I worked on: * Impact analysis tooling that beat GPT-5.5 by 5x in our evals * Dead code detection that beat Opus 4.6 by 2x, with 156x cost savings * A CLI pipeline that cut token costs in half * An end-to-end system that turns any codebase into a deterministic graph model with architectural classification * A VS Code Extension to visualize and explore code graphs, and track changes I’m now looking for my next role, especially in dev tooling or AI-first companies. I bring a strong math background and recent hands-on experience with evals, agent harnesses, MCP servers, code intelligence systems, and production AI workflows. For now, I’ll be working on open source projects to stay sharp, and I’m also working through the Anthropic Certified Claude Architect program. I enjoyed my time with the team at supermodeltools.com . Looking forward to what comes next.

@serialdotai Ecclesiastes 1:9 talks about this

is there anything as "new data"? most available data are repetition of what's available already, 0 to n. how can we come up with "new data", 0 to 1?

this is divine alignment. it’s written that i win

@SeaGL_ Sad this doesn't narrow it down. McDonough is vape shops. Gwinnett is a parking lot now.

@codegraph My town used to be 95% farmland and forests and now it's a concrete jungle. I couldnt even go to the stream where me and my late friend played in on the 10 year anniversary of her death this year. Every a month another backroad has orange cones and a week later every tree is gone

Georgia is just completely unrecognizable. What used to be vast beautiful forests, lakes, streams, and farmland is now more reminiscent of Soviet era architecture full of giant ugly apartment complexes, townhomes, and densely packed cookie cutter houses. I want out.

@SeaGL_ @SeaGL_ out but to where? Alab*ma??

@SeaGL_ I'm in Southwest Georgia and I'm biting my nails looking at what's happening in metro Atlanta. I feel like the whole place will be paved and people like me will just be gone

@ecom_cork Good ol fashion piss

whats the best natural teeth whitening? Or just rip a regular dentist whitening? Crest strips?

What happens when you get a breakthrough that allows this and you have 1000x energy capacity. Short sighted. By the way, where's your solution?

@QuentinCody I'm so sorry for your loss Quentin, he looks like a very good boy.

My dog died yesterday I will miss him

@GENIC0N Can you find true love

there are no laws in antarctica, no police, you can pretty much do whatever you want

Math is up there with art as far as degrees you should only get if you are already really rich or flat broke. Get a mechanical engineering degree if you want to be practical. Math and art are both for outlier type people. Both of them require you to make up the rules.

@kuberdenis Speedrun stripe checkout from someone you don't know

i want to do an app dev "speedrun" video where i speedrun a complete app from buying the domain to it being available but i need ideas so please write your ideas below and i'll pick one

@SeaGL_ send link when you do

@codegraph I an planning that and covering gear, weapons, and survival tips.

It's all coming together

@SeaGL_ one of my favorite loadouts i've ever seen, evertying well thought out

@theogcb405 A honeypot will be contacting you shortly

@codegraph I got 1, lfg!

1. Do you have sysadmin power over something with tons of users? 2. Are you high ranking in the gov or mil? 3. Do you have an influential social/financial platform? 4. Are you close with anyone 1-3? If you don't check those boxes, sorry you are not an intelligence asset.

@alt1na1 our baby is 8 weeks old and i confirm you are right they are wrong

baby is 34 weeks old I feel like I’m planning 4 D-Day or the Blitz & everyone in my life is just acting chill & NORMAL & it’s highly OFFENSIVE we need 2 be installing black out curtains & preparing rations & shooting the dogs & sending children/weaklings off 2 the countryside not fucking around !!!!!

@flawlessmacros forward deployed etc etc

@codegraph Yeah also fitting for my rambling habits and ADHD burnout. Consultant was a dirty word in my home.

>get on a call with customer >customer tries to hire me Every time man. Every time