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Python Object Model: How CPython Represents Everything as an Object

Python Object Model: How CPython Represents Everything as an Object

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5 min read
Stop Sending Your Security Alerts to Cloud AI — Build Local LLM Tools Instead

Stop Sending Your Security Alerts to Cloud AI — Build Local LLM Tools Instead

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6 min read
Python Memory Optimization: How CPython's Memory Pool Works

Python Memory Optimization: How CPython's Memory Pool Works

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6 min read
Python GIL: Why One Lock Rules the Entire Interpreter

Python GIL: Why One Lock Rules the Entire Interpreter

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5 min read
I Built 5 AI Developer Tools That Run Entirely on My Laptop — No API Keys, No Cloud, No Limits

I Built 5 AI Developer Tools That Run Entirely on My Laptop — No API Keys, No Cloud, No Limits

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6 min read
Backtesting an ICT strategy at 184 speed: timezone-cache + bisect lookup

Backtesting an ICT strategy at 184 speed: timezone-cache + bisect lookup

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5 min read
Python list Internals: How Dynamic Arrays Work Under the Hood

Python list Internals: How Dynamic Arrays Work Under the Hood

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5 min read
Semantic Search at Scale: What I Learned Building RAG Infrastructure at Microsoft Copilot

Semantic Search at Scale: What I Learned Building RAG Infrastructure at Microsoft Copilot

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4 min read
How I shipped a broken capture pipeline and didn't notice for 3 days

How I shipped a broken capture pipeline and didn't notice for 3 days

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8 min read
Why Your Hospital's AI Shouldn't Send Patient Data to the Cloud

Why Your Hospital's AI Shouldn't Send Patient Data to the Cloud

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10 min read
Building RAG Pipelines That Actually Work: Lessons from Microsoft Copilot

Building RAG Pipelines That Actually Work: Lessons from Microsoft Copilot

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9 min read
I Built a Fully Local OSINT Agent with Ollama, LangChain, Telegram and Qwen3.5 14B — Running 24/7 on My Homelab, Zero Cloud, Zero Compromises

I Built a Fully Local OSINT Agent with Ollama, LangChain, Telegram and Qwen3.5 14B — Running 24/7 on My Homelab, Zero Cloud, Zero Compromises

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6 min read
Why I Built a Standalone 10M-Row BI Agent in Next.js & DuckDB

Why I Built a Standalone 10M-Row BI Agent in Next.js & DuckDB

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1 min read
I built my own gaming platform prototype (MITO)

I built my own gaming platform prototype (MITO)

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1 min read
🎤 Building a Voice AI Assistant using STT, LLM, and Gradio

🎤 Building a Voice AI Assistant using STT, LLM, and Gradio

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2 min read
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