|
| 1 | +--- |
| 2 | +title: "dstack 0.20 GA: Fleet-first UX and other important changes" |
| 3 | +date: 2025-12-18 |
| 4 | +description: "TBA" |
| 5 | +slug: "0_20" |
| 6 | +image: https://dstack.ai/static-assets/static-assets/images/dstack-0_20.png |
| 7 | +categories: |
| 8 | + - Changelog |
| 9 | +links: |
| 10 | + - Release notes: https://github.com/dstackai/dstack/releases/tag/0.20.0 |
| 11 | + - Migration guide: https://dstack.ai/docs/guides/migration/#0_20 |
| 12 | +--- |
| 13 | + |
| 14 | +# dstack 0.20 GA: Fleet-first UX and other important changes |
| 15 | + |
| 16 | +We’re releasing `dstack` 0.20.0, a major update that improves how teams orchestrate GPU workloads for development, training, and inference. Most `dstack` updates are incremental and backward compatible, but this version introduces a few major changes to how you work with `dstack`. |
| 17 | + |
| 18 | +In `dstack` 0.20.0, fleets are now a first-class concept, giving you more explicit control over how GPU capacity is provisioned and managed. We’ve also added *Events*, which record important system activity—such as scheduling decisions, run status changes, and resource lifecycle updates—so it’s easier to understand what’s happening without digging through server logs. |
| 19 | + |
| 20 | +<img src="https://dstack.ai/static-assets/static-assets/images/dstack-0_20.png" width="630" /> |
| 21 | + |
| 22 | +This post goes through the changes in detail and explains how to upgrade and migrate your existing setup. |
| 23 | + |
| 24 | +<!-- more --> |
| 25 | + |
| 26 | +## Fleets |
| 27 | + |
| 28 | +In earlier versions, submitting a run that didn’t match any existing fleet would cause `dstack` to automatically create one. While this reduced setup overhead, it also made capacity provisioning implicit and less predictable. |
| 29 | + |
| 30 | +With `dstack` 0.20.0, fleets must be created explicitly and treated as first-class resources. This shift makes capacity provisioning declarative, improving control over resource limits, instance lifecycles, and overall fleet behavior. |
| 31 | + |
| 32 | +For users who previously relied on auto-created fleets, similar behavior can be achieved by defining an elastic fleet, for example: |
| 33 | + |
| 34 | +<div editor-title="fleet.dstack.yml"> |
| 35 | + |
| 36 | + ```yaml |
| 37 | + type: fleet |
| 38 | + # The name is optional, if not specified, generated randomly |
| 39 | + name: default |
| 40 | + |
| 41 | + # Can be a range or a fixed number |
| 42 | + # Allow to provision of up to 2 instances |
| 43 | + nodes: 0..2 |
| 44 | + |
| 45 | + # Uncomment to ensure instances are inter-connected |
| 46 | + #placement: cluster |
| 47 | + |
| 48 | + # Deprovision instances above the minimum if they remain idle |
| 49 | + idle_duration: 1h |
| 50 | + |
| 51 | + resources: |
| 52 | + # Allow to provision up to 8 GPUs |
| 53 | + gpu: 0..8 |
| 54 | + ``` |
| 55 | + |
| 56 | +</div> |
| 57 | + |
| 58 | +If the `nodes` range starts above `0`, `dstack` provisions the initial capacity upfront and scales additional instances on demand, enabling more predictable capacity planning. |
| 59 | + |
| 60 | +When a run does not explicitly reference a fleet (via the [`fleets`](../../docs/reference/dstack.yml/dev-environment.md#fleets) property), `dstack` automatically selects one that satisfies the run’s requirements. |
| 61 | + |
| 62 | +## Events |
| 63 | + |
| 64 | +Previously, when `dstack` changed the state of a run or other resource, that information was written only to the server logs. This worked for admins, but it made it hard for users to understand what happened or why. |
| 65 | + |
| 66 | +Starting with version `0.20.0`, `dstack` exposes these events directly to users. |
| 67 | + |
| 68 | +Each resource now includes an `Events` tab in the UI, showing related events in real time: |
| 69 | + |
| 70 | +<img src="https://dstack.ai/static-assets/static-assets/images/dstack-event-ui-run.png" width="750" /> |
| 71 | + |
| 72 | +There is also a dedicated `Events` page that aggregates events across resources. You can filter by project, user, run, or job to quickly narrow down what you’re looking for: |
| 73 | + |
| 74 | +<img src="https://dstack.ai/static-assets/static-assets/images/dstack-event-ui-all.png" width="750" /> |
| 75 | + |
| 76 | +The same information is available through the CLI: |
| 77 | + |
| 78 | +<img src="https://dstack.ai/static-assets/static-assets/images/dstack-event-cli.png" width="750" /> |
| 79 | + |
| 80 | +This makes it easier to track state changes, debug issues, and review past actions without needing access to server logs. |
| 81 | + |
| 82 | +## Runs |
| 83 | + |
| 84 | +This release updates several defaults related to run configuration. The goal is to reduce implicit assumptions and make it more convenient. |
| 85 | + |
| 86 | +### Working directory |
| 87 | + |
| 88 | +Previously, the `working_dir` property defaulted to `/workflow`. Now, the default working directory is always taken from the Docker image. |
| 89 | + |
| 90 | +The working directory in the default Docker images (if you don't specify image) is now set to `/dstack/run`. |
| 91 | + |
| 92 | +### Repo directory |
| 93 | + |
| 94 | +Previously, if you didn't specify a repo path, the repo was cloned to `/workflow`. Now, in that case the repo will be cloned to the working directory. |
| 95 | + |
| 96 | +<div editor-title="examples/.dstack.yml"> |
| 97 | + |
| 98 | +```yaml |
| 99 | +type: dev-environment |
| 100 | +name: vscode |
| 101 | + |
| 102 | +repos: |
| 103 | + # Clones the repo from the parent directory (`examples/..`) to `<working dir>` |
| 104 | + - .. |
| 105 | + |
| 106 | +ide: vscode |
| 107 | +``` |
| 108 | +
|
| 109 | +</div> |
| 110 | +
|
| 111 | +Also, now if the repo directory is not empty, the run will fail with an error. |
| 112 | +
|
| 113 | +## Backward compatibility |
| 114 | +
|
| 115 | +While the update introduces breaking changes, 0.19.* CLIs remain compatible with 0.20.* servers. |
| 116 | +
|
| 117 | +> Note, the 0.20.* CLI only works with a 0.20.* server. |
| 118 | +
|
| 119 | +!!! warning "Breaking changes" |
| 120 | + This release introduces breaking changes that may affect existing setups. Before upgrading either the CLI or the server, review the [migration guide](https://dstack.ai/docs/guides/migration/#0_20). |
| 121 | +
|
| 122 | +## What's next |
| 123 | +
|
| 124 | +1. Follow the [Installation](../../docs/installation/index.md) guide |
| 125 | +2. Try the [Quickstart](../../docs/quickstart.md) |
| 126 | +3. Report issues on [GitHub](https://github.com/dstackai/dstack/issues) |
| 127 | +4. Ask questions on [Discord](https://discord.gg/u8SmfwPpMd) |
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