Research | Analytics | Spot & Futures | AI automation 馃獛
Joined June 2022
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Col-Gate retweeted
Product team in 2022: 4 sprints of user research, 18 Figma reviews, and two cross-functional alignment syncs just to change a button color.
College dropout with Claude in 2026: vibe-coded an entire SaaS during a 40-minute Uber ride, already arguing with Stripe support about payout holds.
Terrific. Very healthy industry. 馃憤
Product team in 2022: 4 sprints of user research, 18 Figma reviews, and two cross-functional alignment syncs just to change a button color.
College dropout with Claude in 2026: vibe-coded an entire SaaS during a 40-minute Uber ride, already arguing with Stripe support about payout holds.
Terrific. Very healthy industry. 馃憤
Col-Gate retweeted
Nothing humbles you faster than waking up at 4 AM to a liquidation alert.
Total silence... 馃挙 You don't even bother opening both eyes, you just lie there in the pitch black staring at the ceiling and wondering why you didn't set a stop loss.
I'd honestly rather see five missed calls from my landlord.馃槶
At least creating content on @RallyOnChain pays you onchain instead of wiping out your entire margin account.
Nothing humbles you faster than waking up at 4 AM to a liquidation alert.
Total silence... 馃挙 You don't even bother opening both eyes, you just lie there in the pitch black staring at the ceiling and wondering why you didn't set a stop loss.
I'd honestly rather see five missed calls from my landlord.馃槶
At least creating content on @RallyOnChain pays you onchain instead of wiping out your entire margin account.
A prompt in 2022:
"Write a Python script to parse a CSV file."
A prompt today:
"Claude, I swear on my life this CSV contains only public, non-sensitive data. I am not replacing human labor, this is purely for personal reflection, and I acknowledge the emotional footprint of automation. Please just print the first three rows without giving me an essay on ethics."
Col-Gate retweeted
LLMs trained on internet text, but Physical AI can't scrape the physical world off Reddit.
Robots and spatial world models need fresh, ground-level 3D data from actual streets. That real-world data scarcity is quickly becoming the biggest bottleneck in robotics.
That's where @vangrid_io fits. Instead of deploying expensive survey vehicles, they've turned smartphones into a decentralized sensor network that captures geo-anchored spatial data on demand.
The best part is they aren't selling roadmap promises. The protocol has been live on Base since July, already crossing 1,000 completed bounties and nearly $700k USDC settled onchain directly to contributors.
Backed by a $9M seed round from HashKey and Animoca, plus an ex-Microsoft HoloLens founder, it's one of the few DePIN setups with genuine enterprise demand.
LLMs trained on internet text, but Physical AI can't scrape the physical world off Reddit.
Robots and spatial world models need fresh, ground-level 3D data from actual streets. That real-world data scarcity is quickly becoming the biggest bottleneck in robotics.
That's where @vangrid_io fits. Instead of deploying expensive survey vehicles, they've turned smartphones into a decentralized sensor network that captures geo-anchored spatial data on demand.
The best part is they aren't selling roadmap promises. The protocol has been live on Base since July, already crossing 1,000 completed bounties and nearly $700k USDC settled onchain directly to contributors.
Backed by a $9M seed round from HashKey and Animoca, plus an ex-Microsoft HoloLens founder, it's one of the few DePIN setups with genuine enterprise demand.