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NEXT4I DEVSep 1, 2026 • 4 min read
What Is LLM Actually Doing? A Fellow Engineer's Take on Vectors, Next-Token Prediction, and Fail-back Routing
Why treating an LLM as a probability engine, not a brain, changes how you architect around it. The.....
#llm#buildinpublic#next4i#architecture
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NEXT4I DEVSep 1, 2026 • 4 min read
The RAG War Story: How I Learned to Stop Worrying and Love Markdown
TLDR; When building an AI knowledge retrieval pipeline that extracts text from documents, I...
#rag#markdown#pdf#next4i
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