AI agents can now autonomously discover and install Marketplace integrations using the Vercel CLI. ▲ ~/ 𝚗𝚙𝚡 𝚜𝚔𝚒𝚕𝚕𝚜 𝚊𝚍𝚍 𝚟𝚎𝚛𝚌𝚎𝚕/𝚟𝚎𝚛𝚌𝚎𝚕 --𝚜𝚔𝚒𝚕𝚕 𝚟𝚎𝚛𝚌𝚎𝚕-𝚌𝚕𝚒 Install the CLI skill and ask your coding agent to integrate a Vercel Marketplace product.
@ctatedev
▶@DataChaz
@xmayeth+1
@JohnPhamous
▶@nextjsI took the @karpathy autoresearch loop and pointed it at markets.
25 AI agents debate macro, rates, commodities, sectors, and single stocks daily. Every recommendation scored against real outcomes. Worst agent by rolling Sharpe gets its prompt rewritten by the system. Keep or revert. Same loop, prompts are the weights, Sharpe is the loss function.
Trained the agents on 18 months of market data. 378 iterations. 54 prompt modifications, 16 survived.
The system learned which agents to trust using Darwinian weights — geopolitical, commodities, and the @BillAckman quality compounder rose to the top.
The agents even figured out their own portfolio manager was the weakest link before we did!
Deployed the trained agents. +22% in 173 days. Best pick: AVGO at $152, held for +128%.
The final prompts are evolutionary products — shaped by market feedback, not human intuition. Now running live with my own capital.
https://github.com/chrisworsey55/atlas-gic
Part hedge fund, part research experiment :)@Chris_Worsey
@PrajwalTomar_
@dhruvtwt_
▶@coderabbitaiAnnouncing Paper Desktop + MCP
Now any agent can read or write with Paper
Paper is connected. To your code. To your agents. To your data. To your teammates.
Download Paper Desktop at http://paper.design@paper
▶@vamsibatchukThis is a Claude Code Skill, a refined security knowledge base based on 88,636 real vulnerability cases collected by WooYun from 2010 to 2016.
After installing this Skill, Claude can think about vulnerability issues like a senior security expert. #AiSecurity
https://github.com/tanweai/wooyun-legacy@blackorbird🔖 Bookmark this post to start building with the updated Gemini Live model.@googleaidevs
@emilkowalski
@affaan
