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Building an Autonomous SOC Analyst Swarm with Python
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Notes on Tabby: Llama.cpp, Model Caching, and Access Tokens
Tabby uses llama.cpp internally One notable point is that Tabby uses llama.cpp under the hood. In practice, this means Tabby can leverage the lightweight, loca...
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Setting Reasoning Strength in OpenWebUI with `chat_template_kwargs`
Controlling Reasoning Strength in OpenWebUI When you run a model through llama.cpp and access it from OpenWebUI via an OpenAI‑compatible API, you can control h...
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A Simple Tool for Downloading Files from Hugging Face
hf_get_from_url.py – Download Files from Hugging Face Repositories Developers who work with machine learning models often need to download files from Hugging F...
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The Introvert’s Guide to Networking: How I Stopped Faking It and Started Growing
The “Alien” Phase For a long time, I felt like an alien. I’m naturally reserved. I’m not the loudest person in the room, and for years, I thought that was a de...
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Make a CLI command from your Python package (quick guide)
In short: declare a console_scripts entry point in your package metadata, activate the target virtual environment, then run pip install during development use p...
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Using AI in Personal Projects vs Enterprise Codebases
'Originally published on johnvw.devhttps://johnvw.dev/blog/using-ai-in-personal-projects-vs-enterprise-codebases/
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Python Batch Processing: From .bat Integration to Subprocess Best Practices
📦 Python Batch Processing – A Practical Guide !ライフポータルhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2F...
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Workaround for using UAS USB3 storage on Linux
Identify Storage bash lsusb -tv view USB tree and the kernel driver in use uas vs usb-storage view VID:PID Tip: lsusb -tv is the easiest way to confirm which d...
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Designing a Production-Ready Order Management REST API with Node.js & TypeScript
Small and medium businesses often don’t need a complex ERP system. What they actually need is a reliable backend API to manage products, orders, and inventory —...
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Nanuq 2.0: Unified Management Platform for Kafka, Redis, RabbitMQ, AWS, and Azure
Managing Multiple Messaging and Caching Systems Managing multiple messaging and caching systems across development environments is a common pain point. Each pl...
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The Mirror & Its Twin: AI, Apprenticeship, and the Hollowing of Cyber Ops
Introduction AI didn't break cybersecurity; it exposed what was already fragile. For years, cybersecurity has drifted from operator cognition to analyst depend...