[simone-chen]

• Adapt vLLM 0.31 compute-scale, GDN, KDA and MSA collectors to their native runtime contracts while preserving timing boundaries and paired outputs.
• Preserve native KDA selection, buffers and recurrence precision. Admit the audited Kimi context/nonspeculative generation profile on B200 and reserve native prefill null cache slot 0. Other layouts and speculative verify remain gated.
• Adapt MiniMax-M3 MSA metadata/cache bindings and preserve native attention device/host scales during initialization. Keep projection calibration and native decode dispatch.
• Match MiniMax-M3 MoE serving on 0.31: packed SwiGLU-OAI with checkpoint clamp/alpha/beta, and native ModelOpt mixed-precision resolution through an actual NVFP4 expert prefix. Keep older versions, GPT-OSS layout, case arguments, 27-token sweep and output schema unchanged. Previously mismatched MiniMax data requires fresh qualification.
• Keep mHC publication gated on fused-operation accounting and architecture identity. No default-version or consumer changes.
• Validation: 91 focused MoE/GLM/getter CPU tests pass, including native arguments, checkpoint prefix resolution, older-version behavior, and unchanged 3,135-callback/84,645-row inventory. Lint passes. Prior KDA/MSA CPU suites and bounded B200 numerical gates are recorded in the campaign evidence; the new MiniMax MoE binding still requires numerical and native smoke qualification. Collection and reuse approval remain separate gates.

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[simone-chen]

/ok to test 5da4619

[simone-chen]

/ok to test 53fb6dd

[simone-chen]

/ok to test c8775d0

[simone-chen]

/ok to test 667c956

[simone-chen]

/ok to test 749bda3

[simone-chen]

/ok to test ff1485b

[simone-chen]

/ok to test 8cbc7c0

[simone-chen]

/ok to test 63d157c

[simone-chen]

Superseded by consolidated recurrent/MoE compatibility PR #605, stacked on attention #604. The MoE cleanup is preserved once, including the duplicate in #603. Communication remains #591. Original branches and campaign commit references are preserved; closing without merging.