Private circulation Issue 06

Field Notes

A weekly dispatch from the edges of the knowledge graph.

Week of

Apr 27–May 3, 2026

23 sources / 87 insights

Five things worth knowing

1
Aakash Gupta AI Agents
AI Agent-Driven Product Management: How Marcus Moretti Automated 60% of PM Work

> The PM role got rewritten in production while half the industry was still debating whether PMs should code. > > Marcus Moretti runs Spiral at Every as a one-person team. PM, code, customer support, marketing. His read on the role is in this guide and it rewards reading slowly.

2
Vibe-Trading: Open Source Personal Trading Agent with AI Teams and Backtesting

> this tool gives you pro-level trading capabilities through simple vibe trading. > > University of Hong Kong open-sourced the entire thing. MIT licensed. completely free.

3
Peter Yang AI Agents
Peter Yang's Framework for Ideal Personal AI Agents

> A great personal agent should: > > 1. Get work done across email, calendar, Google Workspace, or any API/MCP it's hooked up to

4
そう|Claude Codeで始めるAI自動化 AI Agents
10 AI-Powered GitHub Repositories for Automated Revenue Generation

> 寝てる間も稼ぎ続けるGitHubリポジトリ10選: > > 1. AutoHedge

5
Ole Lehmann Claude
Using Claude's Premortem Technique for Better Decision Making

> POV: claude traveled 6 months into the future and told you exactly how your next move failed. > > it's called a premortem.