thread_id: 01a0e144-473f-71a5-96f8-0316232910aa
updated_at: 1790503503

Established foundational engineering laws for the Frank fleet: -ot (tensor overrides) follows first-match-wins logic; -ot exps=CPU reduces PCIe overhead; spec-decoding limits (one context-backed drafter + multiple ngrams); ubatch optimum is 512; and GGUF extents must be derived from header offsets to avoid 'gap' buckets.