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Synthetic Data in Python: Tools and Examples

https://sudonull.com/synthetic-data-in-python-tools-and-examples

How to Generate Synthetic Data in Python for ML, Testing, and Anonymization. Overview of Faker, Scikit-learn, SDV, GAN with Code.

Python Security Tools from Astral

https://sudonull.com/python-security-tools-from-astral

Astral (Ruff, uv) launches open source PyPI dependency audit. Protection from CVE, malware in supply chain. Integration with uv for middle/senior dev. Learn details and plans.

AI agent with RAG and MCP: integration of external tools

https://sudonull.com/ai-agent-with-rag-and-mcp-integration-of-external-tools

Assembling an AI agent on Python that uses RAG for documents and MCP for external APIs. Step-by-step implementation with code and architectural explanations.

STM Python control: simulator and RL

https://sudonull.com/stm-python-control-simulator-and-rl

amrl-transport library for STM: protocol abstraction, physics simulator, LabVIEW replacement, task queues. Train RL agents for atom manipulation without hardware. Installation: pip install.

Argus toolkit for network reconnaissance

https://sudonull.com/argus-toolkit-for-network-reconnaissance

Study Argus: Python tool for DNS, SSL, web scanning and security checks. Installation, modules, examples for pentest. Automate recon — read the guide.

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