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Timur Fatykhov

Tim Fatykhov researches cognitive AI agent systems and is developing experimental memory-centric agentic workflows, with a focus on decision intelligence architectures and autonomous agent governance.

Location Maryland, USA Joined Joined on  Personal website https://cognition-engines.ai github website

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The paradox of AI memory: remembering everything is easy. Remembering wisely is hard.
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The paradox of AI memory: remembering everything is easy. Remembering wisely is hard.

#agents #ai #architecture #llm
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2 min read
Stop Renting AI. Build Your Own Agents.
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Stop Renting AI. Build Your Own Agents.

#agents #ai #architecture #rag
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4 min read
A Vector Store Is Not an Agent Memory System

Pruning stale data and merging patterns
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A Vector Store Is Not an Agent Memory System

#discuss #ai #agents #aimemory
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5 min read

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Your AI Agent Doesn't Think. It Guesses. Here's What Thinking Actually Looks Like.
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Your AI Agent Doesn't Think. It Guesses. Here's What Thinking Actually Looks Like.

#discuss #ai #programming #architecture
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7 min read
My AI Agent Forgot My Flight. So I Gave It a Brain.
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My AI Agent Forgot My Flight. So I Gave It a Brain.

#ai #agents #architecture
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15 min read
Your AI Agent Has Amnesia. And You Designed It That Way.
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Your AI Agent Has Amnesia. And You Designed It That Way.

#ai
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8 min read
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