Applied AI for Marketing Ops | Lily Luo

Nurturing Atlas: Giving My AI Agent Its Own Team and What That Taught Me About AI

The mechanics behind evolving an agent that remembers and what they reveal about how AI works

Feb 13 • Lily Luo

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January 2026

What Building A Persistent AI Agent Taught Me About LLM Behavior

Seven principles for getting better results from AI

Jan 27 • Lily Luo

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Atlas: Building an Autonomous Agent That Remembers

What I learned from building AI infrastructure that researches, evolves, and maintains its identity

Jan 2 • Lily Luo

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December 2025

What I Learned Building AI This Year and What's Next

Why 2026 will be about autonomous systems that run without my input

Dec 28, 2025 • Lily Luo

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AI Isn't in the Workflow, But AI Is How I Built It

How to use AI to create hyper-specific automation you couldn't buy from a tool

Dec 10, 2025 • Lily Luo

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November 2025

More AI Tools Won't Transform Your GTM. AI Infrastructure Will.

Why I stopped thinking in AI tools and started building AI systems

Nov 26, 2025 • Lily Luo

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When AI Gets It Wrong (With 91% Confidence)

A guide to understanding when AI adds value and when it creates more work.

Nov 18, 2025 • Lily Luo

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From Low-Code to Production-Grade AI

How I built a content generation system that created 1:1 messaging at scale

Nov 6, 2025 • Lily Luo

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October 2025

Why Ops Skills Are Your AI Superpower

How your ops skills supercharge AI effectiveness - plus a practical roadmap for building AI solutions for your business

Oct 30, 2025 • Lily Luo

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More Agents, Worse Results: When Simple Beats Sophisticated

What I learned when my multi-agent system produced worse results than the "simple" approach.

Oct 27, 2025 • Lily Luo

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Applied AI for Marketing Ops

Building secure, scalable, real-world AI workflows that actually work.

Oct 23, 2025 • Lily Luo

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