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Yesterday, I had again one of those experiences that are funny not funny.
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Euler’s night 21:38.
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After months of building an AI platform with ChatGPT as my engineering partner, I started noticing recurring collaboration patterns.
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This article presents a conceptual hypothesis intended as the foundation for further exploration.
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A new chat begins.
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« Stream A (Charlie Platform) | Sprint 5 ≫ Sprint 5 in the Stream „Charlie Platform“ marked Charlie’s transition from a conversational assistant into an AI platform capable of processing external knowledge.
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AI can explain software.
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« Stream B (Charlie Lab) | Sprint 1 ≫ This sprint established the first implementation of Charlie’s continuous engineering architecture.
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When people think about AI Engineering, they usually think about language models, RAG, agents, MCP servers, evaluation frameworks or orchestration.