> ## Documentation Index
> Fetch the complete documentation index at: https://docs.tensormesh.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Release Notes

> What shipped in each Tensormesh Platform release.

Each entry lists the highlights of a Tensormesh Platform release. Use the **version selector** at
the top of the sidebar to read the documentation for a specific release. For the exact chart,
operator, and LMCache versions validated for a release, see the
[Compatibility matrix](/installation/compatibility).

<Update label="v1.0.0" description="September 10, 2026" tags={["GA"]}>
  **First general availability of Tensormesh Platform** — self-hosted KV caching for your vLLM
  fleet, deployed as a Kubernetes operator.

  **Features**

  * **CPU offloading (L1)** — KV cache offloaded from GPU memory into host DRAM; on by default,
    sized by `engine.spec.l1.sizeGB`.
  * **External storage (L2)** — optional durable tier behind L1, via a filesystem adapter, Redis,
    or object storage, with prefetch back into L1.
  * **CacheBlend** *(Preview)* — non-prefix KV reuse for RAG and shared-block workloads.
  * **KV cache encryption at rest** — `aesgcm` encryption of the L2 tier with a master key you
    supply as a Kubernetes Secret.
  * **P2P KV transfer** *(Preview)* — peer-to-peer KV movement between engine pods.
  * **Prefill/decode disaggregation** *(Preview)* — split prefill and decode roles across pods.

  **Operations**

  * **Multi-tenancy** — per-tenant cache isolation via `cache_salt`.
  * **Observability** — Prometheus metrics from every cache-engine pod, plus an optional
    OpenTelemetry Collector path for metrics and traces (Tempo).
  * **`tmo-cli`** — administrator CLI to observe and operate `LMCacheEngine` fleets.
  * **Operator UI** — a read-only console for fleet health, cache capacity, GPU telemetry,
    thresholds, and alerts.

  **Integrations**

  * **NVIDIA Dynamo** — offload KV cache from Dynamo vLLM workers to the Tensormesh engine over
    cross-pod CUDA IPC.

  For install and upgrade steps, see [Getting Started](/installation/getting-started) and
  [Install with Helm](/installation/helm). Component versions for this release are listed in the
  [Compatibility matrix](/installation/compatibility).
</Update>