preagi · ag
Avinash
Gopinathan
I'm Avinash, a builder at heart. I'm best at seeing systems where others see noise, bringing out the best in people by shaping environments that unlock their fullest potential, and building communities. Life is built around Cova, our Hovawart turning five, who I raise with Dhanya, my partner. I lead underwriting / new business onboarding at Ramp. Outside of all that, I cook a lot, I play, watch, and talk about soccer, and I write here when something's worth saying. The only thing I'm optimizing for is being the greatest version of myself, daily — a rigorous pursuit of Mamba mentality.
Where to find me
- Work ramp.com
- Mentor buildafterdark.com
- X / Twitter @riskfreemyth
- Cooking @cooktochef
- Cova (the Hovawart) @covathehova
- Podcast Unfriendly Banter
- Email hello@preagi.ai
How I work
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Ship, then refine. Action over polish. Reality is the editor.
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First principles, always. Strip the problem to its base. Don't reason from analogies when you can reason from physics.
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Mamba mentality. Get better every day. Be ruthless with time — low-impact work is the enemy.
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AI is the unlock. Common sense + AI = expert in any field. Everyone is a builder now; the tools just caught up.
Views on AI
We are pre-AGI. Not because the models aren't capable — they are — but because most of the world is still operating as if the tools haven't caught up yet. They have. The work now is figuring out what to do with them.
Here's what I actually believe: common sense + AI = expert in any field. Every domain that used to require a decade of pattern-matching can now be entered, learned, and contributed to by anyone who can think clearly and use the tools well. The moat is no longer information. It's judgment, taste, and the willingness to ship.
Everyone is a builder now. The bottleneck used to be coding skill, design skill, distribution. The tools just collapsed those. What's left is wanting to do something specific, and doing it.
The risk most people overlook: AI is a multiplier on whatever you bring to it. Bring sharp judgment and you get leverage. Bring noise and you get more noise, faster. The next decade's winners are the ones who treat first-principles thinking and AI fluency as the same skill, not two skills.