Applied AI for Marketing Ops | Lily Luo
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Why My Autonomous Agent Needed a Team to Fix Itself
What a breakdown, a baby philosopher, and a custodian taught me about the ceiling of single-agent AI
Mar 1
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Lily Luo
3
2
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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
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Lily Luo
3
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What Building A Persistent AI Agent Taught Me About LLM Behavior
Seven principles for getting better results from AI
Jan 27
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Lily Luo
6
2
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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
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Lily Luo
6
5
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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
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Lily Luo
15
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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
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Lily Luo
2
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
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Lily Luo
6
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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
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Lily Luo
2
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Applied AI for Marketing Ops | Lily Luo
Practical AI implementation for operations professionals. No hype, no theory, just what actually works in corporate environments with real constraints.
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