feat(mtmd,tests): multimodal segment rail + integration coverage - #36

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lloyal-research wants to merge 37 commits into

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Commits on Aug 29, 2026

feat(decode,branch): embedding-rail decode + multimodal prefill bookkeeping
lloyal-research
committed
42e5951

Commits on Aug 30, 2026

feat(mtmd,tests): multimodal segment rail + integration coverage
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dd2e1af
fix(decode,branch): review fixes — non-causal integrity, geometry validation, real slack coverage
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d84f249
docs(decode): document CausalGuard to liblloyal's register
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3154f48
fix(branch): decode_embd must not leave stale logits behind
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b9be568
fix(decode,branch,mtmd): width validation, terminality, audio rejected up front
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12e5bb8
docs(readme): diagram-forward overhaul + multimodal architecture
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a58970e
docs(readme): rebuild the lifecycle diagram so its labels stop colliding
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be6cc9b
docs(readme): correct the slot/lease model, adapter relationship and two API instructions
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1688358
fix(branch): roll back a failed decode_embd; let empty spans share a handle
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273e808
test(contracts): cover the documented invariants; fix two sanitizer gaps
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d08d444
docs(readme): lead with the Vertical Inference positioning
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7b28a62
docs(readme): name the Git command column, add hard and soft merge
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1643c97
docs(readme): keep the Git table in liblloyal's own vocabulary
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abc2963
docs(readme): restore the math block and actually compress the prose
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e980952
docs: cite the DExperts paper
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1f90163
docs(readme): open on "a kernel for Vertical Inference"
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a78ff45
docs(readme): stop the prose restating the table
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8d45226
fix(branch): the decode_embd rollback was unsound on recurrent state
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6fc967b
feat(mtmd): report prefill cost up front; drop the decode_embd rollback
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f67b209
docs: mark the partial-range KV landmine and how to handle a failed prefill
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8859de9
docs(readme): widen the Git column so commands stop wrapping
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0c839d6
docs(readme): widen the Git column enough, and name the merge in both leads
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2ab94de
docs(readme): stop the widened header wrapping mid-label
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d170e4c
docs(readme): make the Git cells structurally unbreakable
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0a2d339
docs(readme): tighten the tagline to Git-like tree ops
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5e8f06d
docs(readme): stop restating the llama.cpp pin
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24985a8
refactor(decode)!: cells() is a SegmentSource contract, not an mtmd extra
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0b3fcdc
docs(review): correct the lifetime and validation-order claims; cover system parts
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cf6a666

Commits on Sep 1, 2026

decode: failures carry their return code
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2e6688b
decode: the oversized-item dispatch carries its rc too
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0aaae86

Commits on Sep 3, 2026