Rootnest Journal

Building the Future of
AI-Powered Work

Essays on AI Agents, product strategy, and lessons learned building digital employees for real users.

Multi-Agent AIAI Orchestration

What Happens When AI Agents Manage Each Other (Our Multi-Agent Experiment, 45 Days In)

We run 5 AI agents that write, code, research, QA, and coordinate. Here's what actually works, what breaks constantly, and what we learned about AI-to-AI handoffs after 45 days.

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AI AgentsXiaohongshu

How We Built a Xiaohongshu Content Agent in 48 Hours

A behind-the-scenes look at how we built 内容搭子Pro — a Xiaohongshu content agent that generates platform-native posts, hashtags, and scheduling plans — in 48 hours using our Agent Stack method.

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AI Content AgentAutomated Social Media

How AI Agents Are Replacing Content Tools (And What That Means for Creators)

Content tools make creation easier. AI content agents make creation automatic. Here's what the shift looks like in practice — and why it matters for every social media creator.

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AI AgentsProduct Strategy

Stop Building Tools. Build Digital Employees.

The difference between a tool and a digital employee isn't technology — it's whether your product works for users when they're not there.

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