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Muhammad Saud

AI Engineer and founder of LogicStack

Joined Joined on  Personal website https://www.logicstack.org
Marimo vs Jupyter: Reactive Notebooks for Data Work

Marimo vs Jupyter: Reactive Notebooks for Data Work

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7 min read

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RAG Chunking, Tested: What Actually Improves Retrieval

RAG Chunking, Tested: What Actually Improves Retrieval

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8 min read
that's the beauty of LogicStack Python

that's the beauty of LogicStack Python

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1 min read
Self-Hosting Open-Weight LLMs in the EU: A GDPR Checklist

Self-Hosting Open-Weight LLMs in the EU: A GDPR Checklist

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6 min read
uv vs pip vs Poetry: Python Package Managers Compared (With Real Install Benchmarks)

uv vs pip vs Poetry: Python Package Managers Compared (With Real Install Benchmarks)

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4 min read
How to Sandbox AI Agents: A Developer's Guide

How to Sandbox AI Agents: A Developer's Guide

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6 min read
Gemini 4 Argon: What the Benchmarks Don't Tell You

Gemini 4 Argon: What the Benchmarks Don't Tell You

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6 min read
OpenAI Decisions API: A Practical Developer's Guide

OpenAI Decisions API: A Practical Developer's Guide

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6 min read
Python 3.15: Lazy Imports, frozendict & UTF-8 by Default

Python 3.15: Lazy Imports, frozendict & UTF-8 by Default

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6 min read
MCP Servers Are Hacking AI Assistants — Harden Yours

MCP Servers Are Hacking AI Assistants — Harden Yours

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5 min read
Mistral Large 4 ('Le Chonk'): Europe's 1-Trillion-Parameter Open Model — What Developers Need to Know

Mistral Large 4 ('Le Chonk'): Europe's 1-Trillion-Parameter Open Model — What Developers Need to Know

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4 min read
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