I Spent 3 Weeks Debugging a Local LLM Agent on Consumer Hardware. Here’s Everything That Broke.

I recently set out to build an air-gapped, local-first autonomous agent running on consumer hardware. My constraints were strict: a single 16GB VRAM graphics card (an AMD Radeon RX 7800 XT), an Ollama