This release adds 3 notable features for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Topics
+12 more
Summary
AI summaryUpdates 0.9.6, Bug Fixes, and 2026-07-14 across a mixed release.
Changes in this release
| Type | Severity | Summary | CVE |
|---|---|---|---|
| Feature | Medium |
Adds GPUQuota CRD types for multi-tenant GPU governance. Adds GPUQuota CRD types for multi-tenant GPU governance. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Feature | Medium |
Adds GPUQuota status reconciler in controller. Adds GPUQuota status reconciler in controller. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Feature | Medium |
Adds GPUQuota validating webhook for InferenceService. Adds GPUQuota validating webhook for InferenceService. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Feature | Medium |
Adds s3:// model source support via curl --aws-sigv4. Adds s3:// model source support via curl --aws-sigv4. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Feature | Medium |
Adds GPUQuota admission decision function. Adds GPUQuota admission decision function. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Feature | Low |
Closes out SGLang kitchen‑sink: adds minor flags, accept thresholds, typed LoRA adapters, and LoRAAdapter CRD. Closes out SGLang kitchen‑sink: adds minor flags, accept thresholds, typed LoRA adapters, and LoRAAdapter CRD. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Feature | Low |
Gates InferenceService quota webhook and tenant RBAC behind multitenancy toggle in Helm charts. Gates InferenceService quota webhook and tenant RBAC behind multitenancy toggle in Helm charts. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Feature | Low |
Preserves a coder's gate‑failed branch instead of discarding it in foreman. Preserves a coder's gate‑failed branch instead of discarding it in foreman. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Bugfix | Medium |
Fixes foreman to honor GateProfile source extensions in scope‑overlap issue‑ref extraction. Fixes foreman to honor GateProfile source extensions in scope‑overlap issue‑ref extraction. Source: llm_adapter@2026-07-15 Confidence: high |
— |
| Other | Low |
Adds air‑gapped local file‑path model source example in samples. Adds air‑gapped local file‑path model source example in samples. Source: llm_adapter@2026-07-15 Confidence: low |
— |
Full changelog
0.9.6 (2026-07-14)
Features
- api: add GPUQuota CRD types for multi-tenant GPU governance (#1101) (5dd867a)
- controller: add GPUQuota status reconciler (#1117) (1d583e4)
- controller: add GPUQuota validating webhook for InferenceService (#1118) (26804bd)
- controller: add s3:// model source via curl --aws-sigv4 (#1098) (#1125) (ed35142)
- foreman: preserve a coder's gate-failed branch instead of discarding it (#1115) (bc39c77)
- helm: gate InferenceService quota webhook and tenant RBAC behind multitenancy toggle (#1122) (26a994e)
- quota: add GPUQuota admission decision function (#1107) (4897093)
- runtime: close out the SGLang kitchen-sink (#1060): minor flags, accept thresholds, typed LoRA adapters, LoRAAdapter CRD (#1103) (8edf8bd)
Bug Fixes
- foreman: honor GateProfile source extensions in scope-overlap issue-ref extraction (#1120) (0c20431)
Documentation
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Kubernetes operator for llama.cpp-native LLM inference with GPU scheduling, Apple Silicon Metal support, and OpenAI-compatible API.
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