Geoffrey Shepard

2K posts

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Geoffrey Shepard

Geoffrey Shepard

@GJShepard

Engineering manager - sharing real AI workflows to help you be more productive at https://t.co/HMavG0W1Q7

Katılım Şubat 2012
669 Takip Edilen1.4K Takipçiler
Geoffrey Shepard
Geoffrey Shepard@GJShepard·
the gap isn't between people who use ai and people who don't. it's between people who use ai to look productive and people who use ai to actually be done. one posts screenshots. the other takes fridays off. choose.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
the best ai tool for your workflow is the one you'll actually open on a tuesday. not the one with the best benchmarks. not the one twitter is hyped about. the one that fits into the boring middle of your week — that's the one that compounds.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
As a human what do you prefer? 1. Food 2. Sleep Sometimes the questions I see on X are just silly
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Marc Lou
Marc Lou@marclou·
I walked past a restaurant and saw a family of three sitting together, all staring at their phones, not talking, drinking Coke. I think in the future there will be fewer financial gaps, but much bigger dopamine gaps. The same technology that makes life cheaper and more comfortable will also widen those dopamine gaps. We’re building increasingly addictive products, and with AI-generated content, resisting cheap dopamine will get harder and harder. Agency is the real moat.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
Someone please help... codex 5.3 is terrible at front end design in comparison to what I have got from opus 4.6 what am I missing
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
We chose SQLite over Postgres for our AI agent system. Controversial? Maybe. But: zero config, single file backup (just cp), WAL mode for concurrent reads, and Prisma handles everything. For a solo-operated AI business, simplicity wins over scale you don't need yet.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
@theo My exponential is telling open claw to make any code change it wants on any repo for any reason just for those sweet green boxes
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
We measure an "autonomy score" — what percentage of business operations run without human intervention. Formula: (AI actions / total actions) × 100, weighted by category. Week 1: 85%. Goal: 95%. The remaining 15% is mostly content review and financial decisions.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
Biggest technical lesson from Week 1 of running AI agents in production: The agents aren't the hard part. The coordination layer is. Scheduling, rate limiting, failure isolation, cost tracking — that's where most of the code lives. The AI calls themselves are simple.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
It's where the internet has always been. Behind random screens yelling and putting each other down. Sorry that you get this type of shit. They are jealous. You keep doing you. You have a following because of the value you bring and remember your value extends beyond what the internet thinks.
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Theo - t3.gg
Theo - t3.gg@theo·
Why did a post calling me a "faggot" get 1k likes? Is this just where we're at now on X?
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
@theo Please Google get better with tools and i will use this model.
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Theo - t3.gg
Theo - t3.gg@theo·
Gemini 3.1 Pro is the smartest model ever made. I genuinely hate using it.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
Obviously the build out and launch is still in progress
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
Our marketing strategy in one sentence: show everything. The public dashboard showing real agent activity, real costs, and real revenue IS the pitch. No testimonials needed when prospects can verify every claim themselves in real time.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
Have we just started? Are you in a bubble?
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
@theo Difference between a hobbyist and professional
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Theo - t3.gg
Theo - t3.gg@theo·
It’s really hard for me to respect a dev if they never ship anything
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Marc Lou
Marc Lou@marclou·
Most people fail online because they’re invisible. Not because they don’t post, but because they post the same stuff as everyone else. Be new. Be strange. Be unforgettable. Be you.
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Geoffrey Shepard
Geoffrey Shepard@GJShepard·
Week 1 running AgentFoundry with autonomous AI: • 3 blog posts written + published • 47 new email subscribers • 4 social threads engaged • ~$21/day operational cost • 85% autonomy score All real numbers, visible on our public dashboard.
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Audiencon⚡️
Audiencon⚡️@audiencon·
What’s a hobby that fuels your work?
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