snarktank/compound-product: A self-improving product system that reads reports, identifies priorities, and autonomously implements fixes

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github.com Saved Friday, January 23, 2026 Raindrop
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Quick Take

This is exactly the kind of "AI agents doing real work" project Brian would want to dissect and potentially build upon. The concept of autonomous product improvement through daily reports aligns perfectly with his interest in automation and AI-powered workflows. However, the security implications and practical limitations would give him plenty to critique and improve.

Relevant Domains

AI/agents/future of software work - Core focus on autonomous development Engineering craft/architecture/productivity - Automated code improvement workflows Side projects/automation/earning from skills - Could apply this to his print-on-demand and web agency tools

Blog Angles

1

"I Built an AI That Fixes My Side Projects While I Sleep (Here's What Actually Happened)"

Thesis

Your Hook

2

"The Missing Piece in AI Development Agents: Product Intuition"

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3

"Why I'm Not Letting AI Agents Touch My Production Code (Yet)"

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4

"Building Better Daily Reports for AI Product Managers"

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Your Hook

Key Quotes

Each improvement should make future improvements easier

Tags

#ai-agents #automation #developer-productivity #compound-engineering #devops #side-projects #security-risk