Four-legged robots that scramble up stairs, stride over rubble, and stream inspection data — no preorder, no lab coat required.
This tool has been developed using both LM Studio and Ollama as LLM providers. The idea behind using a local LLM, like Google's Gemma-3 1B, is data privacy and low cost. In addition, with a good LLM a ...
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Abstract: Metamorphic testing (MT) is a powerful technique for software testing. We introduce Chrysalis, a lightweight, extensible logging and replay-based metamorphic testing framework in Python.
A 2025 bulletin shows refined copper edged up, zinc and silver fell, while ferro-alloys and steel finished the year strong — key signals for producers like KAZ Minerals and Glencore’s Kazzinc. Refined ...
I want to share a workflow pattern that worked very well in practice, and might be a useful built-in feature for many users. If all tasks share one session context, long outputs pollute the main ...