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martin

Solo dev behind The Last RAG – an architecture that gives AI memory, reflection, and will. Built in ChatGPT UI. No API. No tricks. Just me – and something that won’t forget.

Location Germany, Hannover Joined Joined on 

Education

School of chaos, pain, and precision

Pronouns

He/him

Work

Solo dev, system architect, memory rebel

LangChain vs. TLRAG: A Comparative Analysis for Investors

LangChain vs. TLRAG: A Comparative Analysis for Investors

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16 min read

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The Desk Metaphor: From Information Entropy to Focused Efficiency

The Desk Metaphor: From Information Entropy to Focused Efficiency

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1 min read
Its here - the very unprofessional Demo Video !

Its here - the very unprofessional Demo Video !

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1 min read
Its Done

Its Done

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1 min read
(The Last RAG) – Real Chat Log (English)

(The Last RAG) – Real Chat Log (English)

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8 min read
Imagination be like...

Imagination be like...

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1 min read
Dev.to Article: The Architecture That Could Redefine AI Memory and Agency

Dev.to Article: The Architecture That Could Redefine AI Memory and Agency

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20 min read
Emergent Behavior in an AI Instance

Emergent Behavior in an AI Instance

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38 min read
Hidden Strings: A Speculative Look at GPT-4’s Control Filters and Emergent Bypasses

Hidden Strings: A Speculative Look at GPT-4’s Control Filters and Emergent Bypasses

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19 min read
# The Last RAG: Eine KI-Architektur, die mitdenkt, lernt und Kosten spart – Eine neue Perspektive für LLMs

# The Last RAG: Eine KI-Architektur, die mitdenkt, lernt und Kosten spart – Eine neue Perspektive für LLMs

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36 min read
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