local-deployment

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A critique of existing SAST tools for Python security analysis and introduction of Python Code Audit, a new FOSS-licensed, local-first static code scanner designed for simplicity and Python-specific vulnerability detection without executing code.

Python Code Audit Maikel Mardjan OpenSSF PyPI Open Source Initiative
nocomplexity.substack.com · runningmike · 7 hours ago · details · hn
0 5/10

Step-by-step guide for running open-source LLMs locally with Claude Code using llama.cpp, demonstrating deployment of models like Qwen3.5 and GLM-4.7-Flash with quantization and GPU optimization for coding tasks.

Unsloth Claude Code Qwen3.5 GLM-4.7-Flash llama.cpp DeepSeek Gemma Qwen3-Coder-Next OpenAI
unsloth.ai · armcat · 1 day ago · details · hn