René's URL Explorer Experiment

Title: GitHub - dstackai/dstack: dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem.

Open Graph Title: GitHub - dstackai/dstack: dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem.

X Title: GitHub - dstackai/dstack: dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem.

Description: dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem. - dstackai/dstack

Open Graph Description: dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem. - dstackai/dstack

X Description: dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem. - dstackai/dstack

Opengraph URL: https://github.com/dstackai/dstack

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:ee22928c-050c-5c76-7ef8-b6dca0e21285
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A714:5CAC8:78EC7:99200:697FDA87
html-safe-nonce	67fbc432dbeed82fa9f40ad2cd0fa633ddc623fac6523435098e6b2a6b773a8d
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNzE0OjVDQUM4Ojc4RUM3Ojk5MjAwOjY5N0ZEQTg3IiwidmlzaXRvcl9pZCI6IjEwMzgwMzM5MDE0NjI3Mzk1OTEiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	90a59847dc56fdeae887cf1fc532f540a64e61eafbfab87c16651e3f8a4da577
hovercard-subject-tag	repository:444377346
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/dstackai/dstack
twitter:image	https://opengraph.githubassets.com/e8b7bdfa3ef99200862e302487119ade11a22df845a42764cb03adeb3d9ec4e3/dstackai/dstack
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/e8b7bdfa3ef99200862e302487119ade11a22df845a42764cb03adeb3d9ec4e3/dstackai/dstack
og:image:alt	dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem. - dstackai/dstack
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	60279d4097367e16897439d16d6bbe4180663db828c666eeed2656988ffe59f6
turbo-cache-control	no-preview
go-import	github.com/dstackai/dstack git https://github.com/dstackai/dstack.git
octolytics-dimension-user_id	54146142
octolytics-dimension-user_login	dstackai
octolytics-dimension-repository_id	444377346
octolytics-dimension-repository_nwo	dstackai/dstack
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	444377346
octolytics-dimension-repository_network_root_nwo	dstackai/dstack
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	7c85641c598ad130c74f7bcc27f58575cac69551
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/dstackai/dstack#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdstackai%2Fdstack
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdstackai%2Fdstack
Sign up	https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=dstackai%2Fdstack
Reload	https://patch-diff.githubusercontent.com/dstackai/dstack
Reload	https://patch-diff.githubusercontent.com/dstackai/dstack
Reload	https://patch-diff.githubusercontent.com/dstackai/dstack
dstackai	https://patch-diff.githubusercontent.com/dstackai
dstack	https://patch-diff.githubusercontent.com/dstackai/dstack
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fdstackai%2Fdstack
Fork 211	https://patch-diff.githubusercontent.com/login?return_to=%2Fdstackai%2Fdstack
Star 2k	https://patch-diff.githubusercontent.com/login?return_to=%2Fdstackai%2Fdstack
dstack.ai/docs	https://dstack.ai/docs
MPL-2.0 license	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/LICENSE.md
2k stars	https://patch-diff.githubusercontent.com/dstackai/dstack/stargazers
211 forks	https://patch-diff.githubusercontent.com/dstackai/dstack/forks
Branches	https://patch-diff.githubusercontent.com/dstackai/dstack/branches
Tags	https://patch-diff.githubusercontent.com/dstackai/dstack/tags
Activity	https://patch-diff.githubusercontent.com/dstackai/dstack/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fdstackai%2Fdstack
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fdstackai%2Fdstack
Code	https://patch-diff.githubusercontent.com/dstackai/dstack
Issues 108	https://patch-diff.githubusercontent.com/dstackai/dstack/issues
Pull requests 6	https://patch-diff.githubusercontent.com/dstackai/dstack/pulls
Actions	https://patch-diff.githubusercontent.com/dstackai/dstack/actions
Security 0	https://patch-diff.githubusercontent.com/dstackai/dstack/security
Insights	https://patch-diff.githubusercontent.com/dstackai/dstack/pulse
Code	https://patch-diff.githubusercontent.com/dstackai/dstack
Issues	https://patch-diff.githubusercontent.com/dstackai/dstack/issues
Pull requests	https://patch-diff.githubusercontent.com/dstackai/dstack/pulls
Actions	https://patch-diff.githubusercontent.com/dstackai/dstack/actions
Security	https://patch-diff.githubusercontent.com/dstackai/dstack/security
Insights	https://patch-diff.githubusercontent.com/dstackai/dstack/pulse
Branches	https://patch-diff.githubusercontent.com/dstackai/dstack/branches
Tags	https://patch-diff.githubusercontent.com/dstackai/dstack/tags
	https://patch-diff.githubusercontent.com/dstackai/dstack/branches
	https://patch-diff.githubusercontent.com/dstackai/dstack/tags
3,311 Commits	https://patch-diff.githubusercontent.com/dstackai/dstack/commits/master/
	https://patch-diff.githubusercontent.com/dstackai/dstack/commits/master/
.github	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/.github
.github	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/.github
contributing	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/contributing
contributing	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/contributing
docker	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/docker
docker	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/docker
docs	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/docs
docs	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/docs
examples	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/examples
examples	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/examples
frontend	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/frontend
frontend	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/frontend
gateway	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/gateway
gateway	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/gateway
runner	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/runner
runner	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/runner
scripts	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/scripts
scripts	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/scripts
skills/dstack	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/skills/dstack
skills/dstack	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/skills/dstack
src	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/src
src	https://patch-diff.githubusercontent.com/dstackai/dstack/tree/master/src
.gitignore	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/.gitignore
.justfile	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/.justfile
.justfile	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/.justfile
.pre-commit-config.yaml	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/.pre-commit-config.yaml
.pre-commit-config.yaml	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/.pre-commit-config.yaml
AGENTS.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/AGENTS.md
AGENTS.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/AGENTS.md
CODE_OF_CONDUCT.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/CONTRIBUTING.md
LICENSE.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/LICENSE.md
LICENSE.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/LICENSE.md
README.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/README.md
mkdocs.yml	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/mkdocs.yml
mkdocs.yml	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/mkdocs.yml
pyproject.toml	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/pyproject.toml
pyproject.toml	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/pyproject.toml
README	https://patch-diff.githubusercontent.com/dstackai/dstack
Code of conduct	https://patch-diff.githubusercontent.com/dstackai/dstack
Contributing	https://patch-diff.githubusercontent.com/dstackai/dstack
MPL-2.0 license	https://patch-diff.githubusercontent.com/dstackai/dstack
	https://dstack.ai
	https://patch-diff.githubusercontent.com/dstackai/dstack#------------------------
	https://github.com/dstackai/dstack/commits/
	https://github.com/dstackai/dstack/blob/master/LICENSE.md
	https://discord.gg/u8SmfwPpMd
	https://patch-diff.githubusercontent.com/dstackai/dstack#accelerators
	https://patch-diff.githubusercontent.com/dstackai/dstack#latest-news-
dstack 0.20.0: Fleet-first UX, Events, and more	https://github.com/dstackai/dstack/releases/tag/0.20.0
dstack 0.19.38: Routers, SGLang Model Gateway integration	https://github.com/dstackai/dstack/releases/tag/0.19.38
dstack 0.19.31: Kubernetes, GCP A4 spot	https://github.com/dstackai/dstack/releases/tag/0.19.31
dstack 0.19.26: Repos	https://github.com/dstackai/dstack/releases/tag/0.19.26
dstack 0.19.22: Service probes, GPU health-checks, Tenstorrent Galaxy	https://github.com/dstackai/dstack/releases/tag/0.19.22
dstack 0.19.21: Scheduled tasks	https://github.com/dstackai/dstack/releases/tag/0.19.21
dstack 0.19.17: Secrets, Files, Rolling deployment	https://github.com/dstackai/dstack/releases/tag/0.19.17
	https://patch-diff.githubusercontent.com/dstackai/dstack#how-does-it-work
	https://patch-diff.githubusercontent.com/dstackai/dstack#installation
set up the CLI	https://patch-diff.githubusercontent.com/dstackai/dstack#set-up-the-cli
	https://patch-diff.githubusercontent.com/dstackai/dstack#set-up-the-server
	https://patch-diff.githubusercontent.com/dstackai/dstack#configure-backends
project settings page	https://dstack.ai/docs/concepts/projects#backends
Backends	https://dstack.ai/docs/concepts/backends
SSH fleets	https://dstack.ai/docs/concepts/fleets#ssh-fleets
	https://patch-diff.githubusercontent.com/dstackai/dstack#start-the-server
	https://patch-diff.githubusercontent.com/dstackai/dstack#uv
	https://patch-diff.githubusercontent.com/dstackai/dstack#pip
Server deployment	https://dstack.ai/docs/guides/server-deployment
	https://patch-diff.githubusercontent.com/dstackai/dstack#set-up-the-cli
	https://patch-diff.githubusercontent.com/dstackai/dstack#uv-1
	https://patch-diff.githubusercontent.com/dstackai/dstack#pip-1
	https://patch-diff.githubusercontent.com/dstackai/dstack#define-configurations
Fleets	https://dstack.ai/docs/concepts/fleets
Dev environments	https://dstack.ai/docs/concepts/dev-environments
Tasks	https://dstack.ai/docs/concepts/tasks
Services	https://dstack.ai/docs/concepts/services
Volumes	https://dstack.ai/docs/concepts/volumes
	https://patch-diff.githubusercontent.com/dstackai/dstack#apply-configurations
	https://patch-diff.githubusercontent.com/dstackai/dstack#useful-links
Docs	https://dstack.ai/docs
Examples	https://dstack.ai/examples
Discord	https://discord.gg/u8SmfwPpMd
	https://patch-diff.githubusercontent.com/dstackai/dstack#contributing
CONTRIBUTING.md	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/CONTRIBUTING.md
	https://patch-diff.githubusercontent.com/dstackai/dstack#license
Mozilla Public License 2.0	https://patch-diff.githubusercontent.com/dstackai/dstack/blob/master/LICENSE.md
dstack.ai/docs	https://dstack.ai/docs
python	https://patch-diff.githubusercontent.com/topics/python
training	https://patch-diff.githubusercontent.com/topics/training
docker	https://patch-diff.githubusercontent.com/topics/docker
kubernetes	https://patch-diff.githubusercontent.com/topics/kubernetes
machine-learning	https://patch-diff.githubusercontent.com/topics/machine-learning
cloud	https://patch-diff.githubusercontent.com/topics/cloud
amd	https://patch-diff.githubusercontent.com/topics/amd
containers	https://patch-diff.githubusercontent.com/topics/containers
gpu	https://patch-diff.githubusercontent.com/topics/gpu
slurm	https://patch-diff.githubusercontent.com/topics/slurm
inference	https://patch-diff.githubusercontent.com/topics/inference
orchestration	https://patch-diff.githubusercontent.com/topics/orchestration
nvidia	https://patch-diff.githubusercontent.com/topics/nvidia
k8s	https://patch-diff.githubusercontent.com/topics/k8s
fine-tuning	https://patch-diff.githubusercontent.com/topics/fine-tuning
llms	https://patch-diff.githubusercontent.com/topics/llms
Readme	https://patch-diff.githubusercontent.com/dstackai/dstack#readme-ov-file
MPL-2.0 license	https://patch-diff.githubusercontent.com/dstackai/dstack#MPL-2.0-1-ov-file
Code of conduct	https://patch-diff.githubusercontent.com/dstackai/dstack#coc-ov-file
Contributing	https://patch-diff.githubusercontent.com/dstackai/dstack#contributing-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/dstackai/dstack
Activity	https://patch-diff.githubusercontent.com/dstackai/dstack/activity
Custom properties	https://patch-diff.githubusercontent.com/dstackai/dstack/custom-properties
2k stars	https://patch-diff.githubusercontent.com/dstackai/dstack/stargazers
14 watching	https://patch-diff.githubusercontent.com/dstackai/dstack/watchers
211 forks	https://patch-diff.githubusercontent.com/dstackai/dstack/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fdstackai%2Fdstack&report=dstackai+%28user%29
Releases 130	https://patch-diff.githubusercontent.com/dstackai/dstack/releases
0.20.7 Latest Jan 28, 2026	https://patch-diff.githubusercontent.com/dstackai/dstack/releases/tag/0.20.7
+ 129 releases	https://patch-diff.githubusercontent.com/dstackai/dstack/releases
Please reload this page	https://patch-diff.githubusercontent.com/dstackai/dstack
Contributors 63	https://patch-diff.githubusercontent.com/dstackai/dstack/graphs/contributors
Please reload this page	https://patch-diff.githubusercontent.com/dstackai/dstack
+ 49 contributors	https://patch-diff.githubusercontent.com/dstackai/dstack/graphs/contributors
Python 76.8%	https://patch-diff.githubusercontent.com/dstackai/dstack/search?l=python
TypeScript 15.0%	https://patch-diff.githubusercontent.com/dstackai/dstack/search?l=typescript
Go 6.5%	https://patch-diff.githubusercontent.com/dstackai/dstack/search?l=go
Shell 0.4%	https://patch-diff.githubusercontent.com/dstackai/dstack/search?l=shell
SCSS 0.4%	https://patch-diff.githubusercontent.com/dstackai/dstack/search?l=scss
JavaScript 0.3%	https://patch-diff.githubusercontent.com/dstackai/dstack/search?l=javascript
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.