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... and an SGLang server are usually siblings, so the import fails with EPERM. This adds an opt-in way to send a flattened bucket as a VMM allocation passed by fd, which works between any processes of the ...

Thinking Path The knowledge graph showed only part of the KB: not every bucket had a section, facts were not paged, and no totals were reported. Slice 1 of 4 fixes the backend; the codebase section ...
backend
bug
frontend
knowledge-graph
phase:M1.8
priority: high

Overview Migrates image upload handling from local ephemeral filesystem to Railway s S3-compatible bucket storage. Images now persist across deployments and scale replicas. Changes New Files ...

Risky behavior now covered - Login rate limiting buckets attempts by case-insensitive username plus IP. Coworkers on one shop IP stay in separate buckets, casing cannot double the attempt ...

blocked
dependencies
python

Relevant issues Closes #50586 Changes _ensure_litellm_metadata (unified guardrail): a request that already has a metadata bucket (chat completions) gets the user_api_key_* fields there through ...

feature
migration/mcore-v0.20.0
offload
optimizer