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

# Release notes

> Recent Poolside inference deployment and model releases.

<Update label="July 2026" description="Deployment" tags={["Inference"]}>
  ## July 2026 inference deployment bundle

  The July 2026 inference deployment bundle supports cloud and on-premises model inference deployments. Use it to deploy Poolside Inference with the latest inference Helm chart, the `atlas` inference server image, SLES 16 support, and `pool` CLI release `v1.0.8`.

  See [Poolside Inference release notes](/release-notes/inference).
</Update>

<Update label="June 2026" description="Laguna XS 2.1" tags={["Models"]}>
  ## Laguna XS 2.1

  Laguna XS 2.1 is an incremental update to Laguna XS.2 that adds native reasoning support and improves performance on multilingual coding and terminal-style tasks. It supports a 256K context window.

  See [Model release notes](/release-notes/models#laguna-xs-2-1).
</Update>

<Update label="April 2026" description="Laguna M.1" tags={["Models"]}>
  ## Laguna M.1

  Laguna M.1 is available for agentic coding workflows that require multiple steps, tool use, and validation. It supports a 256K context window and improves Poolside's reference benchmark results compared with Malibu 2.2.

  See [Model release notes](/release-notes/models#laguna-m-1).
</Update>

<Update label="April 2026" description="Laguna XS.2" tags={["Models"]}>
  ## Laguna XS.2

  Laguna XS.2 is available for faster agentic coding workflows, especially when you need strong coding performance on hardware with GPU constraints. It supports a 256K context window.

  See [Model release notes](/release-notes/models#laguna-xs-2).
</Update>

<Update label="2025" description="Malibu 2.2" tags={["Models"]}>
  ## Malibu 2.2

  Malibu 2.2 supports agentic coding workflows that require tool use across multiple turns. Use it for direct coding tasks where the model can gather context, edit files, and run validation commands.

  See [Model release notes](/release-notes/models#malibu-2-2).
</Update>

<Update label="2025" description="Malibu 2.1" tags={["Models"]}>
  ## Malibu 2.1

  Malibu 2.1 improves code editing, instruction following, `.poolside` instruction support, long-context performance, and agent tool calling compared with Malibu 2.0.

  See [Model release notes](/release-notes/models#malibu-2-1).
</Update>