Dev.to tutorial Tutorials May 6 3 views

I built an offline LLM that runs on Windows XP with 512MB RAM — no GPU, no cloud, free forever

by PANMOX

Hey DEV community! I'm Panmauk, CEO of PANMOX — a small independent open source software...

AI Hardware LLM

Dev.to tutorial 14m ago

Storing every LLM trace at full fidelity gets expensive fast. Here is a sampling policy that keeps the errors, the slow calls, and the eval set.

Dev.to tutorial 16m ago

Ask your AI coding assistant which Global Secondary Indexes exist on your Orders table. It will read...

Dev.to tutorial 24m ago

Filomena is a local harness I built to run a few Claude Code agents from one terminal. Six months of...

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