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M_N_Nik | Python & Systems

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Why 90% of Candlestick Patterns Fail: Building an Institutional AI Confluence Scanner in Python

Why 90% of Candlestick Patterns Fail: Building an Institutional AI Confluence Scanner in Python

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5 min read
I Built a JIT Compiler for AI Agents: How We Turned 30s LLM Chains into 0.1ms Deterministic Python

I Built a JIT Compiler for AI Agents: How We Turned 30s LLM Chains into 0.1ms Deterministic Python

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4 min read
I Built a 100% Private, Zero-Cloud Windows Recall in <200KB — No NPU or Copilot+ PC Required

I Built a 100% Private, Zero-Cloud Windows Recall in <200KB — No NPU or Copilot+ PC Required

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4 min read
I Built the SQLite of Vector Search in ~120KB of Pure C & SIMD: 3,000x Faster Cold Starts and Zero Dependencies for AI Agents

I Built the SQLite of Vector Search in ~120KB of Pure C & SIMD: 3,000x Faster Cold Starts and Zero Dependencies for AI Agents

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4 min read
I Built the SQLite of Vector Search in ~120KB of Pure C & SIMD: 3,000x Faster Cold Starts and Zero Dependencies for AI Agents

I Built the SQLite of Vector Search in ~120KB of Pure C & SIMD: 3,000x Faster Cold Starts and Zero Dependencies for AI Agents

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4 min read
How I Beat NumPy Matrix Multiplication by 2.8x with a 100KB C Microkernel

How I Beat NumPy Matrix Multiplication by 2.8x with a 100KB C Microkernel

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4 min read
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