LLMKube

v0.8.12 Feature

This release adds 7 notable features for engineering teams evaluating rollout.

Published 1mo Containers & Orchestration

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

ai apple-silicon autoscaling edge-computing gguf gpu

+12 more

self-hosted inference kubernetes llama-cpp llm local-llm metal mlx multi-gpu nvidia tgi vllm

Summary

AI summary

Updates 0.8.12, Bug Fixes, and 2026-06-21 across a mixed release.

Full changelog

cli: download heartbeat for llmkube deploy --wait (#719) (#780) (e6f9774)
cli: make cache list per-InferenceService cache aware (#731) (#767) (d03c9ee)
controller: shield inference pods from disruption during startup (#660) (#781) (370084a)
foreman: codegen-drift check in the coder fast gate (#775) (#778) (b04a28d)
metal-agent: event-driven endpoint withdrawal/recovery on health transitions (#662) (#771) (7848d18)
metal-agent: honor spec.runtime per-CR for multi-runtime dispatch (#525) (#783) (aa210c3)
metrics: TTFT histogram, request error counter, vLLM metrics flag (#409) (#769) (563b0c9)

controller: make checkAcceleratorAvailability DRA-aware (#754) (#776) (804063b)
controller: preserve agent-written schedulingStatus on reconcile (#643) (#774) (4321028)
controller: reconcileService updates existing Service on endpoint changes (#720) (#773) (70222ae)
metal-agent: clear SchedulingStatus on memory-check-pass (#777) (#779) (ed1c4eb)
metal-agent: prevent zero-byte stub files from failed model downloads (#642) (#772) (d737e47)

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About LLMKube

Kubernetes operator for llama.cpp-native LLM inference with GPU scheduling, Apple Silicon Metal support, and OpenAI-compatible API.

v0.8.1 foreman: requestTimeoutSeconds now sets loop-wide budget, default changes from 600 to 3600.