LLMKube

v0.8.27 Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

Published 24d 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 Bug Fixes, 0.8.27, and 2026-07-02 across a mixed release.

Full changelog

foreman: str_replace fuzzy recovery for old_string drift + write_file steering (#943) (bab4631)

foreman: agent claims tasks depth-first so verify/review don't starve (#947) (323423d)
foreman: chart exposes --foreman-namespace so gate Jobs land with the cache PVC (#939) (0a9ff11)
foreman: do not resynthesize children on a terminating Workload (#950) (f90cc49)
foreman: replace stale agent-owned branches on push rejection (force-with-lease) (#948) (c55c6ce)
foreman: substitute placeholder for empty assistant replies to avoid poisoning history (#940) (6eb67f3)

metrics-driven autoscaling tutorial for InferenceService (HPA, custom metrics, node autoscaling) (#952) (ebd5996)

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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.