Karpathy's autoresearch broke the internet
A 24-minute solo breakdown of the AI experiment-loop tool that went viral — and 10 businesses you can build on top of it.
March 11thA 30-minute screenshare where boring arbitrage ideas become cash-flowing businesses with a few prompts and a Slack webhook.
Boring public-data arbitrage markets are now accessible to anyone who can write a one-liner prompt and route the output to Slack.
The core argument is that AI agent tools have made boring arbitrage businesses buildable by one person in an afternoon. The pattern is identical across all seven ideas: find a messy public data feed, identify a mispriced asset inside it, wait for a trigger event, match it to an obvious buyer, and pick a liquidity point. The host demonstrates this loop live three times and closes with a five-step brainstorming framework so the viewer can generate their own ideas on demand.
Sign in and you get 23 free chat messages on us — ask for the hook, quote a framework, find the exact transcript moment, generate a markdown action plan. Bring your own key when you want unlimited.
Create a free account →
Promise stated: 7 ideas, a framework, and a live build. Genspark sponsorship disclosed at 0:27.

Points Genspark Claw at expired domain auctions with a criteria list. Returns ranked picks under budget every morning. Personal backstory: once ran a domain-plus-logo marketplace.

Claw monitors BizBuySell, AuctionZip, and bankruptcy court filings. Surfaces equipment deals with 300-percent-plus spreads. Broker fee 15-30 percent, zero inventory risk.

Copies a one-liner into the AI assistant and builds live. Scrapes 222 jobs, surfaces 14 companies, writes personalized cold emails. Bug fixed by talking to the agent.

Walks through two Genspark Claw power-user settings for keeping the agent always-on and token-efficient.

Shows the downloadable skills marketplace and popular tasks: organize desktop, fill job apps, refactor code, data analysis.

Quality-checks the outreach drafts live. Catches one HTML entity bug, fixes it with a plain-English instruction.

BizBuySell due-diligence memos; dead Product Hunt sites with live SEO; forgotten App Store apps; competitor war room. Each follows the flip/broker/relaunch pattern.

Five-step framework for generating ideas. Three brainstorming lenses: places of constant change, things people ignore, quick screening questions.

Bundled features: unlimited AI chat, image generation, Kling video. Positions as the Costco of AI tools at roughly 25 dollars per month.
The infrastructure gap that once kept small arbitrage businesses reserved for teams with VAs has collapsed -- any public data feed with a price spread is now addressable solo.
“Treat it like your AI employee. Like, I treat it as you are my product manager, vibe coder person who is gonna help me build a business.”
“I literally just talk to it. You literally just talk to it like that, and it fixes it.”
“Agents are the new SaaS. You are selling an agent with an outcome, moving from a per seat model to an outcome based model.”
“Look for public data, look for neglected assets, and look for a clear buyer.”
See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.
The most-requested pivot in startup content: ditch the moonshots, show something that works this week. In thirty minutes of live screensharing, a framework for turning public-data noise into daily cash flow -- expired domains, restaurant closures, job board signals -- with an AI agent doing the grunt work.
A five-step pattern for generating AI agent business ideas from public data arbitrage.
Three angles for rapidly evaluating whether a data source can become a cash-flowing agent business.
“I reached out to the team at Genspark to see if they would sponsor this video. They said yes.”
Sponsor disclosed early and naturally woven into the demo -- the entire video is built around the sponsored product, but the utility is genuine.
00:00
00:23
00:55
01:17
01:39
02:01
02:23
02:46
03:08
03:31
03:53
04:15
04:38
05:04
05:17
05:45
06:11
06:30
06:54
07:18
07:41
08:05
08:29
08:52
09:19
09:44
10:05
10:35
10:48
11:14
11:37
12:00
12:23
12:46
13:09
13:32
13:55
14:18
14:40
15:00
15:21
15:41
16:03
16:26
16:49
17:12
17:35
17:59
18:23
18:47
19:11
19:35
19:59
20:23
20:46
21:08
21:30
21:53
22:15
22:37
22:59
23:22
23:44
24:06
24:29
24:51
25:14
25:36
25:59
26:21
26:44
27:06
27:22
27:51
28:14
28:36
28:59
29:21
29:44
30:08A 24-minute solo breakdown of the AI experiment-loop tool that went viral — and 10 businesses you can build on top of it.
March 11thGreg Isenberg and Riley Brown tear down the MCP buzzword and replace it with something actionable: agents with tools, running in a loop — with a live Notion + Glif demo to prove it.
June 23rd 2025Nick Vasilescu breaks down the full A-to-Z playbook for a solo AI agent business: offer, verticals, stack, and a live agent-builds-agent walkthrough.
May 12thA 54-minute live demo where Cody Schneider runs seven AI agents simultaneously to build a full GTM machine — ads, outreach, cold email, data analysis — with Greg Isenberg watching.
March 2ndA 64-minute masterclass where a Codex true believer converts a Claude Code skeptic, live, on camera.
April 27thAlex Finn walks through every surface of the new Hermes Desktop app and shares the session management insight that turns a $1,000/month bill into almost nothing.
June 6th