Hi HN!
We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated.
We built this because coding agents can be a double-edged sword. They do boost productivit
Article URL: https://terminalbytes.com/iphone-8-solar-powered-vision-ocr-server/
Comments URL: https://news.ycombinator.com/item?id=44310944
Points: 61
# Comments: 18
https://terminalbytes.com/iphone-8-solar-powered-vision-ocr-server/
Article URL: https://www.donnamagi.com/articles/karpathy-yc-talk
Comments URL: https://news.ycombinator.com/item?id=44311509
Points: 144
# Comments: 66
Hi HN,
Over the past few months, I've been building `dsc`, a tensor library from scratch in C++/CUDA. My main focus has been on getting the basics right, prioritizing a clean API, simplicity, and clear observability for running small LLMs locally.
The key features are: - C++ core with CUDA support written from scratch. - A familiar, PyTorch-like Python API. - Runs real models: it's complete enough to load a model like Qwen from HuggingFace and run inference on both CUDA and CPU with a si
Article URL: https://www.morling.dev/blog/this-ai-agent-should-have-been-sql-query/
Comments URL: https://news.ycombinator.com/item?id=44310834
Points: 56
# Comments: 5
https://www.morling.dev/blog/this-ai-agent-should-have-been-sql-query/
Article URL: https://suthakamal.substack.com/p/revisiting-minskys-society-of-mind
Comments URL: https://news.ycombinator.com/item?id=44310851
Points: 12
# Comments: 2
https://suthakamal.substack.com/p/revisiting-minskys-society-of-mind
Article URL: https://docs.kapa.ai/improving/writing-best-practices
Comments URL: https://news.ycombinator.com/item?id=44311217
Points: 29
# Comments: 5
Article URL: https://rjp.io/blog/2025-06-17-unreasonable-effectiveness-of-fuzzing
Comments URL: https://news.ycombinator.com/item?id=44311241
Points: 28
# Comments: 2
https://rjp.io/blog/2025-06-17-unreasonable-effectiveness-of-fuzzing