René's URL Explorer Experiment

Title: GitHub - prodo-dev/plz: Say the magic word 😸

Open Graph Title: GitHub - prodo-dev/plz: Say the magic word 😸

X Title: GitHub - prodo-dev/plz: Say the magic word 😸

Description: Say the magic word 😸. Contribute to prodo-dev/plz development by creating an account on GitHub.

Open Graph Description: Say the magic word 😸. Contribute to prodo-dev/plz development by creating an account on GitHub.

X Description: Say the magic word 😸. Contribute to prodo-dev/plz development by creating an account on GitHub.

Opengraph URL: https://github.com/prodo-dev/plz

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:b7fd6436-2f3b-61ff-a8d8-6bb9ce37b193
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	8DF2:8096B:EAAC6:131CDC:698D0701
html-safe-nonce	ef57665211caeb9818e0f3a20e592a80704507f71ab8cf717876649eb018646e
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4REYyOjgwOTZCOkVBQUM2OjEzMUNEQzo2OThEMDcwMSIsInZpc2l0b3JfaWQiOiIyNDg3MjY1NjQ2NDk4MDg4NzA1IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	1547d9eb7ed2ee8bc3b2ba8e29076e70a6e54b629ef4f8c278a72647e61f8e12
hovercard-subject-tag	repository:117868411
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/prodo-dev/plz
twitter:image	https://opengraph.githubassets.com/947c00dd0083dc5a7347820e92df195ae8e1ca25397a7eba22db921ea1e50d0f/prodo-dev/plz
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/947c00dd0083dc5a7347820e92df195ae8e1ca25397a7eba22db921ea1e50d0f/prodo-dev/plz
og:image:alt	Say the magic word 😸. Contribute to prodo-dev/plz development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	f2da95634bce8a94cfa4123788169bfabdf845fd1d790fbaaaaab09dcfebdf28
turbo-cache-control	no-preview
go-import	github.com/prodo-dev/plz git https://github.com/prodo-dev/plz.git
octolytics-dimension-user_id	20758341
octolytics-dimension-user_login	prodo-dev
octolytics-dimension-repository_id	117868411
octolytics-dimension-repository_nwo	prodo-dev/plz
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	117868411
octolytics-dimension-repository_network_root_nwo	prodo-dev/plz
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	c21843b18feba17d11efb1895a7db61e8672f2cf
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/prodo-dev/plz#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fprodo-dev%2Fplz
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%2Fprodo-dev%2Fplz
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=prodo-dev%2Fplz
Reload	https://patch-diff.githubusercontent.com/prodo-dev/plz
Reload	https://patch-diff.githubusercontent.com/prodo-dev/plz
Reload	https://patch-diff.githubusercontent.com/prodo-dev/plz
prodo-dev	https://patch-diff.githubusercontent.com/prodo-dev
plz	https://patch-diff.githubusercontent.com/prodo-dev/plz
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fprodo-dev%2Fplz
Fork 5	https://patch-diff.githubusercontent.com/login?return_to=%2Fprodo-dev%2Fplz
Star 30	https://patch-diff.githubusercontent.com/login?return_to=%2Fprodo-dev%2Fplz
MIT license	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/LICENSE
30 stars	https://patch-diff.githubusercontent.com/prodo-dev/plz/stargazers
5 forks	https://patch-diff.githubusercontent.com/prodo-dev/plz/forks
Branches	https://patch-diff.githubusercontent.com/prodo-dev/plz/branches
Tags	https://patch-diff.githubusercontent.com/prodo-dev/plz/tags
Activity	https://patch-diff.githubusercontent.com/prodo-dev/plz/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fprodo-dev%2Fplz
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fprodo-dev%2Fplz
Code	https://patch-diff.githubusercontent.com/prodo-dev/plz
Issues 2	https://patch-diff.githubusercontent.com/prodo-dev/plz/issues
Pull requests 9	https://patch-diff.githubusercontent.com/prodo-dev/plz/pulls
Actions	https://patch-diff.githubusercontent.com/prodo-dev/plz/actions
Projects 0	https://patch-diff.githubusercontent.com/prodo-dev/plz/projects
Security 0	https://patch-diff.githubusercontent.com/prodo-dev/plz/security
Insights	https://patch-diff.githubusercontent.com/prodo-dev/plz/pulse
Code	https://patch-diff.githubusercontent.com/prodo-dev/plz
Issues	https://patch-diff.githubusercontent.com/prodo-dev/plz/issues
Pull requests	https://patch-diff.githubusercontent.com/prodo-dev/plz/pulls
Actions	https://patch-diff.githubusercontent.com/prodo-dev/plz/actions
Projects	https://patch-diff.githubusercontent.com/prodo-dev/plz/projects
Security	https://patch-diff.githubusercontent.com/prodo-dev/plz/security
Insights	https://patch-diff.githubusercontent.com/prodo-dev/plz/pulse
Branches	https://patch-diff.githubusercontent.com/prodo-dev/plz/branches
Tags	https://patch-diff.githubusercontent.com/prodo-dev/plz/tags
	https://patch-diff.githubusercontent.com/prodo-dev/plz/branches
	https://patch-diff.githubusercontent.com/prodo-dev/plz/tags
1,411 Commits	https://patch-diff.githubusercontent.com/prodo-dev/plz/commits/master/
	https://patch-diff.githubusercontent.com/prodo-dev/plz/commits/master/
.circleci	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/.circleci
.circleci	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/.circleci
aws_config	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/aws_config
aws_config	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/aws_config
base-images	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/base-images
base-images	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/base-images
cli	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/cli
cli	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/cli
dev/python-env	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/dev/python-env
dev/python-env	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/dev/python-env
docs	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/docs
docs	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/docs
examples	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/examples
examples	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/examples
harvester	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/harvester
harvester	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/harvester
machines/ml	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/machines/ml
machines/ml	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/machines/ml
scripts	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/scripts
scripts	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/scripts
services	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/services
services	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/services
start	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/start
start	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/start
test	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/test
test	https://patch-diff.githubusercontent.com/prodo-dev/plz/tree/master/test
.dockerignore	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.dockerignore
.dockerignore	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.dockerignore
.gitignore	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.gitignore
.prettierrc	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.prettierrc
.prettierrc	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.prettierrc
.style.yapf	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.style.yapf
.style.yapf	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/.style.yapf
LICENSE	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/LICENSE
Makefile	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/Makefile
Makefile	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/Makefile
Pipfile	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/Pipfile
Pipfile	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/Pipfile
Pipfile.lock	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/Pipfile.lock
Pipfile.lock	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/Pipfile.lock
README.md	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/README.md
STABLE_BUILD_TIMESTAMP	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/STABLE_BUILD_TIMESTAMP
STABLE_BUILD_TIMESTAMP	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/STABLE_BUILD_TIMESTAMP
docker.mk	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/docker.mk
docker.mk	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/docker.mk
example.config.json	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/example.config.json
example.config.json	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/example.config.json
example_with_dns.config.json	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/example_with_dns.config.json
example_with_dns.config.json	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/example_with_dns.config.json
install_cli	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/install_cli
install_cli	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/install_cli
plz	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/plz
plz	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/plz
python.mk	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/python.mk
python.mk	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/python.mk
stop	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/stop
stop	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/stop
vars.mk	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/vars.mk
vars.mk	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/vars.mk
README	https://patch-diff.githubusercontent.com/prodo-dev/plz
MIT license	https://patch-diff.githubusercontent.com/prodo-dev/plz
	https://patch-diff.githubusercontent.com/prodo-dev/plz#plz-
here	https://patch-diff.githubusercontent.com/prodo-dev/plz#plz-in-action
	https://patch-diff.githubusercontent.com/prodo-dev/plz#contents
Plz in action	https://patch-diff.githubusercontent.com/prodo-dev/plz#plz-in-action
How does it work?	https://patch-diff.githubusercontent.com/prodo-dev/plz#how-does-it-work
Installation instructions	https://patch-diff.githubusercontent.com/prodo-dev/plz#installation-instructions
Examples	https://patch-diff.githubusercontent.com/prodo-dev/plz#examples
Plz principles	https://patch-diff.githubusercontent.com/prodo-dev/plz#plz-principles
Future work	https://patch-diff.githubusercontent.com/prodo-dev/plz#future-work
	https://patch-diff.githubusercontent.com/prodo-dev/plz#highlights
Examples	https://patch-diff.githubusercontent.com/prodo-dev/plz#Examples
LICENSE	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/LICENSE
	https://patch-diff.githubusercontent.com/prodo-dev/plz#plz-in-action
below	https://patch-diff.githubusercontent.com/prodo-dev/plz#installation-instructions
jq	https://stedolan.github.io/jq/
the one in the Pytorch example	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/examples/pytorch/environment.yml
the environment in the image	https://patch-diff.githubusercontent.com/prodo-dev/plz/blob/master/base-images/ml-pytorch/environment.yml
	https://patch-diff.githubusercontent.com/prodo-dev/plz#how-does-it-work
	https://patch-diff.githubusercontent.com/prodo-dev/plz#installation-instructions
Homebrew	https://brew.sh/
Docker	https://docs.docker.com/install/
NVIDIA Container Runtime for Docker	https://github.com/NVIDIA/nvidia-docker
keep reading	https://patch-diff.githubusercontent.com/prodo-dev/plz#running-the-controller-for-local-executions
	https://patch-diff.githubusercontent.com/prodo-dev/plz#running-the-controller-for-local-executions
	https://patch-diff.githubusercontent.com/prodo-dev/plz#running-the-controller-for-aws-executions
AWS EC2 Pricing	https://aws.amazon.com/ec2/pricing/on-demand/
	https://patch-diff.githubusercontent.com/prodo-dev/plz#examples
	https://patch-diff.githubusercontent.com/prodo-dev/plz#python
have a working controller	https://patch-diff.githubusercontent.com/prodo-dev/plz#installation-instructions
	https://patch-diff.githubusercontent.com/prodo-dev/plz#pytorch
CUDA runtime	https://github.com/NVIDIA/nvidia-docker
	https://patch-diff.githubusercontent.com/prodo-dev/plz#plz-principles
	https://patch-diff.githubusercontent.com/prodo-dev/plz#future-work
Tensorboard	https://www.tensorflow.org/guide/summaries_and_tensorboard
Please, tell us!	https://github.com/prodo-ai/plz/issues
	https://patch-diff.githubusercontent.com/prodo-dev/plz#instructions-for-developers
	https://patch-diff.githubusercontent.com/prodo-dev/plz#installing-dependencies
pipenv	https://docs.pipenv.org/
the pipenv documentation	https://docs.pipenv.org/
	https://patch-diff.githubusercontent.com/prodo-dev/plz#using-the-cli
README.rst	https://github.com/prodo-ai/plz/blob/master/cli/README.rst
	https://patch-diff.githubusercontent.com/prodo-dev/plz#deploying-a-test-environment
direnv	https://direnv.net/
	https://patch-diff.githubusercontent.com/prodo-dev/plz#deploying-a-production-environment
aws	https://patch-diff.githubusercontent.com/topics/aws
machine-learning	https://patch-diff.githubusercontent.com/topics/machine-learning
automation	https://patch-diff.githubusercontent.com/topics/automation
examples	https://patch-diff.githubusercontent.com/topics/examples
ml	https://patch-diff.githubusercontent.com/topics/ml
pytorch	https://patch-diff.githubusercontent.com/topics/pytorch
experiments	https://patch-diff.githubusercontent.com/topics/experiments
reproducibility	https://patch-diff.githubusercontent.com/topics/reproducibility
aws-infrastructure	https://patch-diff.githubusercontent.com/topics/aws-infrastructure
ml-engine	https://patch-diff.githubusercontent.com/topics/ml-engine
Readme	https://patch-diff.githubusercontent.com/prodo-dev/plz#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/prodo-dev/plz#MIT-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/prodo-dev/plz
Activity	https://patch-diff.githubusercontent.com/prodo-dev/plz/activity
Custom properties	https://patch-diff.githubusercontent.com/prodo-dev/plz/custom-properties
30 stars	https://patch-diff.githubusercontent.com/prodo-dev/plz/stargazers
5 watching	https://patch-diff.githubusercontent.com/prodo-dev/plz/watchers
5 forks	https://patch-diff.githubusercontent.com/prodo-dev/plz/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fprodo-dev%2Fplz&report=prodo-dev+%28user%29
Releases	https://patch-diff.githubusercontent.com/prodo-dev/plz/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/prodo-dev/packages?repo_name=plz
Please reload this page	https://patch-diff.githubusercontent.com/prodo-dev/plz
Contributors 4	https://patch-diff.githubusercontent.com/prodo-dev/plz/graphs/contributors
Please reload this page	https://patch-diff.githubusercontent.com/prodo-dev/plz
Python 94.5%	https://patch-diff.githubusercontent.com/prodo-dev/plz/search?l=python
Makefile 2.0%	https://patch-diff.githubusercontent.com/prodo-dev/plz/search?l=makefile
Shell 1.7%	https://patch-diff.githubusercontent.com/prodo-dev/plz/search?l=shell
HCL 1.3%	https://patch-diff.githubusercontent.com/prodo-dev/plz/search?l=hcl
Dockerfile 0.5%	https://patch-diff.githubusercontent.com/prodo-dev/plz/search?l=dockerfile
	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.