Frank
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Fan out subagents to compare mainline llama.cpp, charlie12345/ROCmFPX, and ik_llama.cpp, then add their findings to the project knowledge base: - docs/Research/Llama Cpp Runtimes.md (positioning + quantization + server fit) - docs/Research/Llama Cpp Code Diff.md (code-level quant diff, table, recommendations) - docs/Research/SGLang.md (what SGLang is, comparison, our-boxes fit) - docs/Research/index.md (Research progressive-disclosure index) Cross-linked from docs/index.md (root) and docs/LLM/index.md. AGENTS.md: - Add Documentation Authoring section: docs/ is an OKF bundle; point doc authors at the canonical spec in the system-config knowledge base (~/.pi/agent/docs/references/okf-spec.md), not the orphaned docs/references/okf-spec.md; consolidate read-index/one-concept-per-file/ progressive-disclosure/citation rules. - Map AGENTS.md to docs_completeness.bats in the focused pre-commit hook (it was last committed before the hook existed and had no mapping).
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# Research
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Subagent research briefs for the two hosts. Each page is a focused research
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findings doc; the project root index ([docs/index.md](../index.md)) links back.
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## LLM Inference
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- [[Llama Cpp Runtimes]] — mainline vs charlie12345/ROCmFPX vs ik_llama.cpp: positioning, quantization, server fit
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- [[Llama Cpp Code Diff]] — code-level quantization diff + comparison table + server recommendations
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- [[SGLang]] — the structured-generation serving engine (llama.cpp/vLLM comparison, our- servers fit)
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## Image / Media
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- [[ComfyUI ROCm and Vulkan]] — live-verified GPU path for ComfyUI on Strix Halo
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- [[Lemonade and sd.cpp]] — the ggml-family image-generation alternative
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- [[Jellyfin]] — media server research brief
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## Backups
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- [[Backblaze Integration]] — off-site backup plan (future)
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## Legacy
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- [[Service Research Brief]] — consolidated subagent research behind these pages
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