I just got an email from some Chinese outfit offering to sell me GitHub stars.
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SPA (Super Phat Arrow)
spa@bitcoiner.guide
npub1fguy...7896
Super Phat Arrow (seed tool & border wallets)
DMs -
Catch me on White Noise
My Threema ID: https://threema.id/739EH39S
SimpleX - https://simplex.chat/contact#/?v=2&smp=smp%3A%2F%2FSkIkI6EPd2D63F4xFKfHk7I1UGZVNn6k1QWZ5rcyr6w%3D%40smp9.simplex.im%2FKhwmrDkW5C4FGzBVodE85FhLX0lsMcp0%23%2F%3Fv%3D1-2%26dh%3DMCowBQYDK2VuAyEAZv43u5dSodiaMw-kNRImY2E82sjmgkwwyEgALaNyS2g%253D%26srv%3Djssqzccmrcws6bhmn77vgmhfjmhwlyr3u7puw4erkyoosywgl67slqqd.onion
Artisanal code is bad code. If you are creating slop you don't know what you're doing.
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Which model did best?
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I did an experiment. I gave 6 different models the same prompt, let them build it and recorded the cost.
Here are the results:
Dice Demo Collection — 100 Dice → Bitcoin Seed
GM
AI companies are all racing to make AGI but all we need is Claude 4.6 level intelligence that is small enough to run on a phone without being a battery drain and a nightly dream sequence that fine tunes it's weights while charging on the nightstand based on what it learned that day as you sleep.
Models will only get cheaper and smaller and better as time goes on and I'm very excited about the future.
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I made a sandboxed harness for testing repos with Kimi K3 on ppq. I know it's not as good as what the Bitcoin Red Team is using. I have result reports to compare from both so I know theirs goes harder, but maybe that's all in the prompt they are using. Feel free to try it if you want.
Load up some credit at ppq[dot]ai, pop your key in the .env and go. It's not as expensive as I thought.
GitHub
GitHub - SuperPhatArrow/red-team: Caged agent harness for auditing code with models without guardrails
Caged agent harness for auditing code with models without guardrails - SuperPhatArrow/red-team
The_people_are_retarded.gif
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