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The serving implementation is pinned upstream TensorFold. See ENGINE for its build, qualification limits and historical release provenance.

Path Purpose
config/tensorfold.rev one reviewed upstream engine revision
config/tensorfold-settings.txt, scripts/engine_settings.py the pinned engine's setting names; launcher forwarding and legacy refusal
docker/zig/Dockerfile, scripts/build-native.sh native CUDA pair and runtime library checks
scripts/run-zig.sh, scripts/serve.sh per-rank launch, identity, assets and operations
config/prod-zig*.env.example pack-specific candidate profiles; local copies are ignored
scripts/pack_engram.py raw-byte Engram weight-shard packing; NumPy, no inference engine
scripts/check_native_assets.py native pack/image/profile identity and rank-asset checks
scripts/check-public.sh, check_secrets.py, redact.py publication scanning and credential-safe output
bench/, tests/ HTTP clients and recipe-tool checks
docs/, results/ current instructions and explicitly historical measurements
scripts/campaign/ historical analysis tools; no serving dependency

The old Python inference family and staged server are retired. The older native export and its build-time tools remain in engine/ for the generator-equivalence audit. Independent clients, security checks, results and required asset generators remain.