Mostly heads-down on a wiki-builder pipeline — feed it source material (PDFs, articles, research dumps) and it spits out a structured wiki with chapters, sources, and cross-refs. Multi-agent, runs locally on the Mini.

Past couple weeks have been mostly unblocking edge cases in the orchestration — keeping chapter titles consistent across passes, unifying TOC formats, tightening what counts as a source vs. a reference. Honestly a lot of it is "i thought this would be one pass and now it's six." Classic.

The local stack underneath (Ollama + llama.cpp, gemma4 and hermes3 for most steps, qwen3.5:35b via the --mmap trick for the harder synthesis) is doing the heavy lifting. None of it would run without the constraints from the setup so it kinda eats its own dogfood.