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Let the engine apply prefill_token_buckets to every model's captures - #1184

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dghosef wants to merge 4 commits into

mstar-project:mainfrom

dghosef:fix/prefill-ladder-engine

Draft

Let the engine apply prefill_token_buckets to every model's captures#1184
dghosef wants to merge 4 commits into
mstar-project:mainfrom
dghosef:fix/prefill-ladder-engine

Commits on Nov 4, 2026
- Engine applies the serving config's prefill ladder to packed captures
  
  dghosef
  and
  claude
  committed
  952a4cf
- Refuse the moved ladder key at load; tests pin the combined-walk budget
  
  dghosef
  and
  claude
  committed
  76adbf1
- Refuse a malformed or moved ladder before any weights load
  
  dghosef
  and
  claude
  committed
  77479a4
- Merge remote-tracking branch 'origin/main' into fix/prefill-ladder-engine
  dghosef
  committed
  aecb999