LLMKube

v0.7.12 Feature

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

Published 10d Containers & Orchestration

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✓ No known CVEs patched

Read the diff → Tool health → What is this tool? →

✓ 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

ReleasePort's take

Light signal

editorial:auto 10d

Release v0.7.12 adds a workload reconciler with stub planner to foreman/m6 and fixes gate job handling in foreman/m4, while improving chart wiring and documentation across foreman.

Why it matters: Affects developers using foreman/m6 for new reconciler workflows; SREs must update foreman/m4 jobs to respect payload.branch and remote URLs. Documentation updates require review before next deployment cycle.

Summary

AI summary

Updates 0.7.12, Bug Fixes, and 2026-05-24 across a mixed release.

Changes in this release

Type	Severity	Summary	CVE
Feature	Medium	Adds workload reconciler with stub planner in foreman/m6. Adds workload reconciler with stub planner in foreman/m6. Source: llm_adapter@2026-05-24 Confidence: high	—
Bugfix	Medium	Fixes gate Job to honor payload.branch and clone from --git-remote-url in foreman/m4. Fixes gate Job to honor payload.branch and clone from --git-remote-url in foreman/m4. Source: llm_adapter@2026-05-24 Confidence: high	—
Bugfix	Medium	Improves chart wiring of --workspace-dir and tightens native-mode documentation in foreman. Improves chart wiring of --workspace-dir and tightens native-mode documentation in foreman. Source: llm_adapter@2026-05-24 Confidence: low	—

Full changelog

0.7.12 (2026-05-24)

Features

foreman/m6: Workload reconciler with stub planner (explicit pipeline + issue-batch shortcut) (#533) (dbdcd46)

Bug Fixes

foreman/m4: gate Job honors payload.branch + clones from --git-remote-url (#529) (905a269)
foreman: chart wires --workspace-dir + tightens docs for native-mode required values (#534) (1c43c69)

View diff on GitHub

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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.

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Earlier breaking changes

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