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📰 Dev.to · Cloyou

11 articles · Updated every 3 hours · View all reads

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Memory Isn’t Enough: Designing an Identity Layer for AI Systems
Dev.to · Cloyou 1mo ago
Memory Isn’t Enough: Designing an Identity Layer for AI Systems
Most AI systems today are getting better at remembering. They can store: past conversations user...
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Designing AI That Doesn’t Forget: A Practical Guide to Memory Systems in LLM Apps
Dev.to · Cloyou 1mo ago
Designing AI That Doesn’t Forget: A Practical Guide to Memory Systems in LLM Apps
Most LLM apps feel impressive… until the second interaction. The first response is great. The second...
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Why Most AI Apps Fail at Retention — And What Building Aaradhya Taught Me
Dev.to · Cloyou 2mo ago
Why Most AI Apps Fail at Retention — And What Building Aaradhya Taught Me
Most AI apps feel impressive for 5 minutes. You type a prompt. You get a smart response. You think —...
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Why Most AI Apps Feel Impressive at First — But Useless After a Week
Dev.to · Cloyou 2mo ago
Why Most AI Apps Feel Impressive at First — But Useless After a Week
The “first interaction illusion” Most AI products today are designed to impress you...
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Building Aaradhya: Designing an AI That Doesn’t Just Respond, But Shares Experiences
Dev.to · Cloyou 2mo ago
Building Aaradhya: Designing an AI That Doesn’t Just Respond, But Shares Experiences
From Chatbots to Experience Systems For the past decade, most AI interfaces have followed...
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How to Build a Simple Persistent Memory Layer for LLM Apps (With Code)
Dev.to · Cloyou 3mo ago
How to Build a Simple Persistent Memory Layer for LLM Apps (With Code)
Most LLM-powered apps feel impressive for five minutes. Then they forget everything. You ask a...
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How to Add Persistent Memory to an LLM App (Without Fine-Tuning) — A Practical Architecture Guide
Dev.to · Cloyou 3mo ago
How to Add Persistent Memory to an LLM App (Without Fine-Tuning) — A Practical Architecture Guide
Most LLM apps work perfectly in demos. You send a prompt. You get a smart response. Everyone is...
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You Don’t Need a Bigger Model — You Need a Stable One
Dev.to · Cloyou 3mo ago
You Don’t Need a Bigger Model — You Need a Stable One
Every few months, a new model drops. More parameters. Longer context windows. Better...
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Avoid Stateless AI: A Practical Guide to Adding Memory to Your LLM Apps
Dev.to · Cloyou 3mo ago
Avoid Stateless AI: A Practical Guide to Adding Memory to Your LLM Apps
Most LLM apps feel impressive in demos. Then you use them for a week. And something feels...
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Designing AI Systems With Constraints (Instead of More Freedom)
Dev.to · Cloyou 3mo ago
Designing AI Systems With Constraints (Instead of More Freedom)
In traditional software engineering, constraints are not restrictions. They are architecture. Types...
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Why “Smarter Prompts” Won’t Fix AI Reasoning
Dev.to · Cloyou 3mo ago
Why “Smarter Prompts” Won’t Fix AI Reasoning
We’ve all been there. You spend 45 minutes tweaking a prompt. You add: “Think step by step.” “Be...
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