https://dagger.io/ Build your modern software factory. Build your modern software factory. Build your modern software factory. Define software delivery workflows and dev environments with reusable components -- including LLMs -- and run them anywhere. Built by the creators of Docker. Define software delivery workflows and dev environments with reusable components -- including LLMs -- and run them anywhere. Built by the creators of Docker. Define software delivery workflows and dev environments with reusable components -- including LLMs -- and run them anywhere. Built by the creators of Docker. Get Started brew install dagger/tap/dagger [smP66kgZRnth9yj8wq3rfQUxEg] [smP66kgZRnth9yj8wq3rfQUxEg] [smP66kgZRnth9yj8wq3rfQUxEg] * [A9RmpL1P7T1B5O4reiJh2gSBL08] [cwJBL] [lqpdZodsqREB85PBikApTaMgk] [7H0BpnoQ8fcGnoF8wdAvLEesM] [TzKBaiRUMR84K9HCPk5E] [97QyqJH3FalC1p1] [QBFnqVO9RLJ83PkaXLMB] [0tziA2ugzHWjsDN2JJh4KRHKMA] [Ve3WV05yKmNyjDQCx1y1nHvNsQ] [hQkQdxlL7cSOf7IqE4zPZlVgaiE] [2ZOtumKuW5pTm35vg6Fa] [2aqL0PKNDUe5jSSyjKm2XU3PSUg] * [A9RmpL1P7T1B5O4reiJh2gSBL08] [cwJBL] [lqpdZodsqREB85PBikApTaMgk] [7H0BpnoQ8fcGnoF8wdAvLEesM] [TzKBaiRUMR84K9HCPk5E] [97QyqJH3FalC1p1] [QBFnqVO9RLJ83PkaXLMB] [0tziA2ugzHWjsDN2JJh4KRHKMA] [Ve3WV05yKmNyjDQCx1y1nHvNsQ] [hQkQdxlL7cSOf7IqE4zPZlVgaiE] [2ZOtumKuW5pTm35vg6Fa] [2aqL0PKNDUe5jSSyjKm2XU3PSUg] Building Blocks Components for modern software and workflows Components for modern software and workflows Components for modern software and workflows Turn containers , LLMs , files , repositories , directories , and more into programmable and stateful objects. Get full type safety across with a consistent interface that works in any supported language. Chain functions to do anything, anywhere Chain functions to do anything, anywhere Chain functions to do anything, anywhere Write function chains that work consistently anywhere. Functions automatically cache results and maintain pure state between runs--no more rebuilding what hasn't changed. Write function chains that work consistently anywhere. Functions automatically cache results and maintain pure state between runs--no more rebuilding what hasn't changed. Go Python TypeScript func (m *Api) Run(dir *dagger.Directory, db *dagger.Service) *dagger.Service { return dag.Container(). From("alpine:latest"). WithServiceBinding("db", db). WithMountedDirectory("/app", dir). WithWorkdir("/app"). AsService(dagger.ContainerAsServiceOpts{ Args: []string{"go", "run", "/app/main.go"}, }) } Go Python TypeScript func (m *Api) Run(dir *dagger.Directory, db *dagger.Service) *dagger.Service { return dag.Container(). From("alpine:latest"). WithServiceBinding("db", db). WithMountedDirectory("/app", dir). WithWorkdir("/app"). AsService(dagger.ContainerAsServiceOpts{ Args: []string{"go", "run", "/app/main.go"}, }) } Go Python TypeScript func (m *Api) Run(dir *dagger.Directory, db *dagger.Service) *dagger.Service { return dag.Container(). From("alpine:latest"). WithServiceBinding("db", db). WithMountedDirectory("/app", dir). WithWorkdir("/app"). AsService(dagger.ContainerAsServiceOpts{ Args: []string{"go", "run", "/app/main.go"}, }) } Go Python TypeScript func (m *Api) Run(dir *dagger.Directory, db *dagger.Service) *dagger.Service { return dag.Container(). From("alpine:latest"). WithServiceBinding("db", db). WithMountedDirectory("/app", dir). WithWorkdir("/app"). AsService(dagger.ContainerAsServiceOpts{ Args: []string{"go", "run", "/app/main.go"}, }) } Open Platform Get everything you need to ship fast, with confidence Add capability, control, predictability, and observability to your workflows or AI coding agents -- without adding more to your plate. CLI & SDKs Rapidly prototype, develop, and ship Prototype, test, debug, and ship interactively and quickly through your terminal. Write applications in Python, TypeScript, Go, or any language you prefer with type-safe connections. Mix components across language ecosystems. CLI & SDKs Rapidly prototype, develop, and ship Prototype, test, debug, and ship interactively and quickly through your terminal. Write applications in Python, TypeScript, Go, or any language you prefer with type-safe connections. Mix components across language ecosystems. CLI & SDKs Rapidly prototype, develop, and ship Prototype, test, debug, and ship interactively and quickly through your terminal. Write applications in Python, TypeScript, Go, or any language you prefer with type-safe connections. Mix components across language ecosystems. CLI & SDKs Rapidly prototype, develop, and ship Prototype, test, debug, and ship interactively and quickly through your terminal. Write applications in Python, TypeScript, Go, or any language you prefer with type-safe connections. Mix components across language ecosystems. LLMs Make agents that run free, not wild Add agentic capabilities into your workflows, or give agents the perfect environment and set of tools so they can do their magic without wreaking havoc. Read Docs LLMs Make agents that run free, not wild Add agentic capabilities into your workflows, or give agents the perfect environment and set of tools so they can do their magic without wreaking havoc. Read Docs LLMs Make agents that run free, not wild Add agentic capabilities into your workflows, or give agents the perfect environment and set of tools so they can do their magic without wreaking havoc. Read Docs LLMs Make agents that run free, not wild Add agentic capabilities into your workflows, or give agents the perfect environment and set of tools so they can do their magic without wreaking havoc. Read Docs Tracing See every step Built-in tracing, logs, and metrics that show exactly what's happening at every step. Debug complex agent interactions immediately instead of guessing what went wrong. Learn More [AVwePied8yTVIitiCV8hUwE3uM] Tracing See every step Built-in tracing, logs, and metrics that show exactly what's happening at every step. Debug complex agent interactions immediately instead of guessing what went wrong. Learn More [AVwePied8yTVIitiCV8hUwE3uM] Tracing See every step Built-in tracing, logs, and metrics that show exactly what's happening at every step. Debug complex agent interactions immediately instead of guessing what went wrong. Learn More [AVwePied8yTVIitiCV8hUwE3uM] Tracing See every step Built-in tracing, logs, and metrics that show exactly what's happening at every step. Debug complex agent interactions immediately instead of guessing what went wrong. Learn More [AVwePied8yTVIitiCV8hUwE3uM] Engine Run it on any platform, any language Containerized execution runtime that creates cacheable, reproducible operations. Works with any compute platform or tech stack, automatically optimizing for speed and cost. [JJJk3uKNS4wBlhaG6EA11Yk40g] Engine Run it on any platform, any language Containerized execution runtime that creates cacheable, reproducible operations. Works with any compute platform or tech stack, automatically optimizing for speed and cost. [JJJk3uKNS4wBlhaG6EA11Yk40g] Engine Run it on any platform, any language Containerized execution runtime that creates cacheable, reproducible operations. Works with any compute platform or tech stack, automatically optimizing for speed and cost. [JJJk3uKNS4wBlhaG6EA11Yk40g] Engine Run it on any platform, any language Containerized execution runtime that creates cacheable, reproducible operations. Works with any compute platform or tech stack, automatically optimizing for speed and cost. [JJJk3uKNS4wBlhaG6EA11Yk40g] Modules Share & Reuse Build reusable modules to share with your team or grab existing ones from the Daggerverse -- stop coding the same automation patterns from scratch. Read Docs [CL7ZC9LKd9KPViaLTS8FibfHac] [CL7ZC9LKd9KPViaLTS8FibfHac] [CL7ZC9LKd9KPViaLTS8FibfHac] [CL7ZC9LKd9KPViaLTS8FibfHac] Examples Examples See Dagger in action Components for modern software and workflows Explore projects built with Dagger, for inspiration or a quick start. All Examples Test Debugger An agent that automatically debugs failing tests in CI Test Debugger An agent that automatically debugs failing tests in CI Test Debugger An agent that automatically debugs failing tests in CI Test Debugger An agent that automatically debugs failing tests in CI View Github Dockerfile Optimizer An agent that analyzes Dockerfiles and suggests improvements for better efficiency, security, and best practices Dockerfile Optimizer An agent that analyzes Dockerfiles and suggests improvements for better efficiency, security, and best practices Dockerfile Optimizer An agent that analyzes Dockerfiles and suggests improvements for better efficiency, security, and best practices Dockerfile Optimizer An agent that analyzes Dockerfiles and suggests improvements for better efficiency, security, and best practices View Github SWE Agent An agent that gets assigned GitHub issues and solves them with pull requests SWE Agent An agent that gets assigned GitHub issues and solves them with pull requests SWE Agent An agent that gets assigned GitHub issues and solves them with pull requests SWE Agent An agent that gets assigned GitHub issues and solves them with pull requests View Github Go Coder A Go programmer agent that receives assignments from GitHub issues and creates PRs with solutions. Go Coder A Go programmer agent that receives assignments from GitHub issues and creates PRs with solutions. Go Coder A Go programmer agent that receives assignments from GitHub issues and creates PRs with solutions. Go Coder A Go programmer agent that receives assignments from GitHub issues and creates PRs with solutions. View Github Toy Programmer A simple programmer micro-agent for demonstration purposes. Toy Programmer A simple programmer micro-agent for demonstration purposes. Toy Programmer A simple programmer micro-agent for demonstration purposes. Toy Programmer A simple programmer micro-agent for demonstration purposes. View Github Melvin An experimental open-source coding agent made of small composable modules Melvin An experimental open-source coding agent made of small composable modules Melvin An experimental open-source coding agent made of small composable modules Melvin An experimental open-source coding agent made of small composable modules View Github Multi Agent Demo A demonstration using multiple LLMs to collaboratively solve a problem. Multi Agent Demo A demonstration using multiple LLMs to collaboratively solve a problem. Multi Agent Demo A demonstration using multiple LLMs to collaboratively solve a problem. Multi Agent Demo A demonstration using multiple LLMs to collaboratively solve a problem. View Github Cypress Test Writer An agent that compares two git branches for UI changes and creates Cypress tests to cover the difference. Cypress Test Writer An agent that compares two git branches for UI changes and creates Cypress tests to cover the difference. Cypress Test Writer An agent that compares two git branches for UI changes and creates Cypress tests to cover the difference. Cypress Test Writer An agent that compares two git branches for UI changes and creates Cypress tests to cover the difference. View Github Tic Tac Toe An agent that plays Tic Tac Toe with a human player Tic Tac Toe An agent that plays Tic Tac Toe with a human player Tic Tac Toe An agent that plays Tic Tac Toe with a human player Tic Tac Toe An agent that plays Tic Tac Toe with a human player View Github Technical Content Summarizer An agent that summarizes technical content from a URL for a non-technical audience Technical Content Summarizer An agent that summarizes technical content from a URL for a non-technical audience Technical Content Summarizer An agent that summarizes technical content from a URL for a non-technical audience Technical Content Summarizer An agent that summarizes technical content from a URL for a non-technical audience View Github Database Agent An agent that answers plain-language questions by querying MySQL or PostgreSQL databases Database Agent An agent that answers plain-language questions by querying MySQL or PostgreSQL databases Database Agent An agent that answers plain-language questions by querying MySQL or PostgreSQL databases Database Agent An agent that answers plain-language questions by querying MySQL or PostgreSQL databases View Github Testimonials Testimonials "A-ha!" moments Share Your Story * [EdwogSYwgjafb1TpvFPGENeHRs] Lee Gaines Principal Engineer It's kind of a container-based swiss army knife that can be used for CI operations (reproducible builds, testing, publishing), creating LLM agents, and more. Tons of integrations and open-source modules on the "Daggerverse". [mNWSG9nbQ9AiCwUg9EljNonpdM] Jordan Parker When @solomonstre drops an open-source Claude Code... ya run with it. "Toy Programmer" + added MCP & cursor-rules + an updated version of @zbeyens phenom "dotai" repo [lZX1fj05kXyASyzocPW761RfWT0] Kyle Penfound This is so awesome to play with. I just made a new frontend for my main demo repo without any hand-holding, writing integrations, or anything. Just core dagger + bring your own LLM. In a 2 minute video. Most of which is for the sake of the recording [syQK4BhrGgTw39TlcFPffv3RYqQ] Benjie D. So im finally coming around on this whole AI thing is the future...Solomon Hykes demo of an agent writing a curl clone in 5 minutes using Dagger is still lingering in my mind...if any of you are curmudgeons like me you might want to watch... [v0YFnZ7u3BNV4QNvHHmeayghdA] Yves If you don't know where to start to create AI agents, you should have a look at Dagger agents. That makes it so easy to build tools that will benefit from AI but as real developer tool. [I88y4NFYOYRuzqlkx5tBU8tOJyo] Steeve Morin Few understand the implications of this. This will be absolutely defining [WMuBy6XGZpKFcCCngxZR8YmPlA] Alberto Fuentes I'm feeling a "docker moment" in real time. Even though I didn't know the CI tool, it seems so promising for multiple areas. [fx0FJqUVlJulAw8tH4lGdilIfA0] Matias Pan @dagger_io experimental AI tooling is really interesting. I just leveraged two separate modules (Strava and Notify). It took me 20 minutes to build the prompt and less than 5 to write the code. [sLDzfjlDytFC9k4pupNZ0E9Zts] Ankur Duggal This is crazy cool! If you have worked with LLMs this is amazing! [m7t1y0Is6MdT79EaOL0ah40tL4s] Peter Jausovec all your dagger functions are now available for agents to use. built-in function registry. [uFEaUPuj5kEHYcBXRqjuJCOjw0Q] Madhav Jivrajani This is nuts. @dagger_io has always had amazing dev exp, but the fact that it lends itself so seamlessly to something like this is endlessly impressive, massive props @solomonstre and the team! [2Tz0LvDX9MKOXSi5MYjldnDsINk] Austen Ok, my mind is a little blown right now. I never considered having LLMs accept containers as inputs and then interact with them to accomplish some goal. [quS2KqKgIcXoAXiRQ1807UiSuc] Adrian Duermael CEO at Cubzh That's why tools like @dagger_io are going to be so powerful! (standardized text interface, multi-language modules and a neatly integrated web GUI over the CLI) Great AI assistant experiences largely depend on well-designed interfaces they can easily leverage. [TCCDPRrZg7YpZB10qYaJfe8xbJk] Steeve Morin Founder of ZML I think few realize where Dagger sits in the agentic race. I know I didn't until I was shown. Incredible. [IFiUx8Hyy3JSe8c7RwYExC0D1aU] Corentin Kerisit If you can relate, you need @dagger_io and fast. [4y7u4y7kSlGfc32ezEsArVIZUPE] Pedro Pinera Founder, CEO - Tuist It'll take time for people to realize the value of @dagger_io but I'm optimistic it'll reach critical mass and break the vendor locking that many CI providers benefited from for many years. [C5hhq0prd8aVMAUgPijtKhEygo] Pedro Pinera Founder, CEO - Tuist I just tried to set up a CI pipeline using @dagger_io to compile and test an Elixir project and OMG. The portability is so priceless. Blog post in progress [lcNdl6cSy22Y1F7yBY1D9Fvluo] David Flanagan My entire CI/CD pipeline is Dagger and I'd love for dev to be too; still a few changes that need to happen there though. Watch this space [rMB9Hi3m8tONUWPkNq7kHqvdo] Edouard Bonlieu Co-founder @gokoyeb , deploy apps and databases on high-performance infrastructure around the world. Previously built @scaleway Excited to hear @solomonstre talking about @dagger_io and Dagger functions. Need to push the @gokoyeb function to the Daggerverse [GRoXZDdrS5X7MRCLtNdpeReb0] Zhipeng Huang Open Source Effectively Accelerates ! It was great to participate @dagger_io Meetup yesterday, one of the purest form of OSS event: no bullshit, minimal slides, maximum code. @solomonstre might gave away his @KubeCon_ KN magic a bit , but it was really fun. * [3y98UYwWqpWkOkTIOtlAg5VfWg] Diego Ciangottini Technologist My top pick video from hashtag#KubeCon + hashtag#cloudnative in Paris is out! From integrated environments to innovative approaches, there's something for every science community to keep an eye on. YOU get to choose what we dive into next! Comment with your preference! https://lnkd.in/d2Xj2DhJ 1[?] First up, Kubeflow offers an all-in-one solution for data science workflows on Kubernetes. Check out CERN Computing's experience at the hashtag#cloudnativeAIDay event and the DHL Data & Analytics and their journey to a data science platform. 2[?] Impressive NATS.io with a demo by Synadia perfect for applications from hashtag#ai / hashtag#ml on IoT to microservices 3[?] Discover Dagger Functions, revolutionizing workflow management for reproducibility and interoperability Plus, an extra shoutout to the Cloud Native Computing Foundation (CNCF) Enduser Research, let's push it together as it should be! [Zu53cKkisJZqj71w4iTCRyN13r4] Dany Camirand Conseiller integrateur en architecture logicielle (Cloud/DevOps) chez Ministere de la Famille du Quebec (MFA) What I also like about Dagger is that it perfectly aligns with my personal fav quote: 'Localhost is your best cloud provider' https://dagger.io [b40zAhHGm3PJbsbZUCaVPvSLQ] Ivan Velichko Software Engineer What Is Dagger and Why You Might Want to Use It Dagger promises to fix our CI/CD once and for all, but what exactly is Dagger? Is it a GitHub Actions or Jenkins replacement? Or is it a dev tool that augments existing CI/CD providers? Is it a service or a CLI? My take [FkRqrinOIGZa0hKZBnCcABJss] Utsab Sapkota DevOps and Cloud Just finished an incredible hands-on session with Saiyam Pathak, Solomon Hykes, and Kyle Penfound on the Kubesimplify channel, diving deep into the powerful tool Dagger. Followed along on my personal computer and learned a ton. Highly recommend checking it out for anyone interested in cutting-edge DevOps! hashtag#Dagger hashtag#DevOps hashtag#Kubesimplify https://lnkd.in/dygitKgn [dRZmHSNIewmmuc44SOALE7NYi20] Brian Goff Senior Software Engineer at Microsoft I always felt like tools like docker-compose were not the right fit me me. Always required lots of glue to make it work for the things I needed to do. This is where @dagger_io shines. Far more programatic, testable, and repeatable. [Kd5fTrDTWlTIwXt5qNxM1hoQ] Kyle Galbraith Co-Founder of depotdev We released a new version of our @dagger_io Daggerverse module to bring the Depot ephemeral registry to our bake function. Going to be a game changer for building all your images at once and being able to do things with the containers immediately https://depot.dev/changelog/2024-03-26-depot-daggerverse-1-1-0 [DeuT4wsG33KyaF9E3wf0IZcsiA] Dipankar Das DevOps engineer at @rtCamp | loves writing code | Founder of @ksctl_k8s you all got me. Taskfile and Makefile now its dagger @SaiyamPathak. Btw nice explanation on dagger. I think its a good tool, used it 1 year ago @dagger_io [Rmp86bycWPnf6uz8ZUugMqLAiP4] [tnArhISLX6f5R7l6AZaDMcbpCAI] Lev Lazinskiy Technical GTM Leader Nothing beats reading a story about Dagger from a real user. Thanks so much to Scott Molinari for sharing your experience :) https://lnkd.in/d9fQGRg7 [xzAn5PjuTYxRQYi3OflSXOrlE] Sheldon Hull expert at spline reticulation. [?] AWS Infinidash MVP [?] I [?] coding. Work as Senior Software Engineer. Wrapping my head around the new functions thing is going to take a bit. But I've already done nested docker Goreleaser with CGO_ENABLED , angular builds and more with the SDK. So great! Dagger call might take over all my 3 years of mage work once I figure it all out. [G04nWtMZ6HfcSfUQcKBQ4arhd2M] John McBride sr engineer @saucedopen prev: AWS, VMware, Pivotal @sheldon_hull @dagger_io and @MagefileDotOrg We're starting to adopt dagger actually loving it so far [o3MowHwpVVyDCTp5gbRUcTVCK0c] Neela Jacques Former Executive Director, OpenDaylight Project, founder VSPP/ vCloud @VMware , launched Cilium/Isovalent out of stealth, now helping Solomon grow http://Dagger.io What a WILD morning! @solomonstre's keynote seems to have ignited something major, we've been swamped all morning here at @KubeCon_ ! [qcwapkx73SbZ2bbMX7JaujuTIo] [6zOlLZ4RT0O7JjDyKnPICV9enyg] BC Gain DevOps. Security. Observability. Linux. Kubernetes. Sailing. ReveCom Media. Use @dagger_io to build pipelines input: @chainguard_dev's Building Container Images the Modern Way - @chainguard_dev' s Adrian Mouat demo. It << real strength >> is its modules, he said. @KubeCon_ @linuxfoundation @thenewstack [hzH6o9ZyfaTirmHR2WXolF25Qlk] [OGP1Mlx80AH3v3BP35uP8r3TtE] Kubecon_ The #Kubernetes & #cloudnative community conference "It's all about the people." - Solomon Hykes #kubecon # cloudnativecon [Ck38WjL7DYUOd2jCHPPJZXUnTo] [0lKHIeLz8Rh6oEmLQkPHU6MZhVc] Daniel Bryant DevRel/GTM Leader | News/Podcast @InfoQ | Web 2.0 coder, platform engineer, Java Champion, CS PhD | cloud/K8s, APIs, IPAs, running | learner/teacher An enjoyable look back on the origins of @Docker, containers, and cloud platforms, via @solomonstre at #KubeCon. And love the call out to "dude, where's my platform? " Many of us are still working on this with @dagger_io, @kratixio, #Backstage, and @CloudNativeFdn tech [VOajf49L8cDr1ztfgLigiXeiCU] [LyIeDMTXXawRCqfWOf9MSPkLbnQ] Rey Lejano CNCF Ambassador | @kubernetesio 1.23 Release Lead, 1.25 Emeritus Adviser, K8s SIG Docs co-chair | @RedHat #KubeCon Europe day 3 keynotes with @solomonstre from @dagger_io who helped kick off popularizing #containers and #CloudNative over a decade ago. 16 years ago, the first working build of Docker was created walking distance from #KubeCon Paris [OFKSxdvJKoEC2GB4uDwMXXVZVc] [nxHyhTn4zxfnw1t6uugNPDpDU] Solomon Hykes CEO and Co-Founder, Dagger The recording of my #kubecon keynote is out: https://youtu.be/ S_Z4AHZlSUI Thank you to everyone who attended, on the last day of a draining event. It was a special moment that I enjoyed very much, I hope you did too. Non-french speakers: watch this after https://youtu.be/TEVzxycBBUU [LbM6SbcWRvjI5vTc4ih86qibZdc] [dfC7ly9VGJWUDQAstsVzSY3Hoc] Carlos Santana Sr. Kubernetes Specialist SA @AWSCloud | CNCF Ambassador | Kubernetes contributor Join me at the first @dagger_io meetup in Raleigh, NC this week. The meetup will start by teaching the basics of Dagger with real-world examples. I'm still in KubeCon mode, looking forward to meeting the DevOps community in person! Check out the event details at https://meetu.ps/e/MWc2l/3Fcx2/i [L0eKEP1H3lBx7RwgG2SOKHYmUSI] [gKBrdZBkjpXC34NqVcj2VrQ7Rhw] Melissa McKay Mom. Software engineer. Author. Java Champion. Docker Captain. Dev Advocate @JFrog Yeah... ok, there are much better foot models out there than me, but I had to show off the @dagger_io gear I brought with me from #KubeCon Chicago! Thanks for these @jpadamspdx - they were perfect for the long flight home after an incredible week at # KubeCon Paris! [sHpkPOFHLUMDOPgkc6JV5Ps5s] [0MY3y11KoO70Czd6UCavImV9M] Jordi Mon Companys PMM @chainguard_dev @solomonstre surrounded by people at #KubeCon [wzSwVLnYa6wTElJ79vNYzHBBYE] [j8YLwgZeH7U4WJuzVzdh9Kb3Dc] Dan Lorenc Software Supply Chain Security I built my first Dagger function yesterday with Solomon Hykes, and just got it published up on the daggerverse! Dagger is awesome, and I plan on continuing to find ways to use it. At a high level, dagger lets you use containers as a first-class object in code, and stitch together complex orchestration pipelines using real programming languages instead of bash. Primitives like mounting in files/directories, running commands, building and publishing containers, environment variables and secrets are all available, type-safe, and programmable in Go, Python, or Typescript. Dagger functions let you build abstractions and methods on top of these basic primitives that can then be exposed and reused by other Dagger functions. The entire experience is encapsulated by the `dagger` cli, which uses magical buildkit caching and orchestrations so it's all *fassstttt*. You can run it locally or in CI systems and get the same results, and confidence that things will actually work after a push. As self-described a yamlbash enthusiast, I'm still excited at the thought of replacing those tangled messes with real code. Check it out here, this version is capable of building Python wheel packages across a variety of Python versions, and can handle installation of extra build-time dependencies too, for when you need some ugly cmake stuff or other native libraries. Also, it uses wolfi and Chainguard images for all the execution and package handling :) https://lnkd.in/eDBtk7pm #dagger #ci #opensource #wolfi #chainguard * [SUrsg0K5DMUoqUQ5VIpNmBeRQ] Miguel Martinez Trivino Co-founder at chainloop.dev Chainloop is an Open Source Metadata Vault for your Software Supply Chain metadata, OWASP CycloneDX SBOM/xBOM Standard, SPDX SBOM, VEX, SARIF files, QA reports, and more. From today, you can programmatically collect and enforce Software Supply Chain pieces of evidence from your Dagger pipeline! Dagger is a great fit since it is aligned with our principle of meeting developers where they are, and you can't get closer to them than in code, with their programming language, and in their local machine If you want to give it a try in person, we'll also be in a couple of days at #kubecon in Paris. See you there! [kAtJ20yktFMw6FzxHUiYs7kbw] Tom Hacohen Founder & CEO at Svix I first saw a demo of Dagger two years ago and you could sense something big was brewing. Now with Dagger functions, it's actually happening. I just saw another demo and it really feels like something we'll all be using! Congrats Dagger for building something special! [N0n8KhjSwkIvQrDsweIX2DZnR4] [zy6KvWEvFZimVsbJYGc7VERZbE] Emmanuel Sibanda Software Engineer Dagger is a programmable open source CI/CD engine. I built a Dagger module to solve the "but it works on my machine" problem that occurs where tests that pass locally do not pass in development because of inconsistencies in environment configurations for NodeJS applications. In this blog I detail the entire process; what I learnt through my build along with insights gained from reading Dagger docs and their Python SDK. #Python #CICD #Jest #NodeJS #DevOps #Frontend [Rd4MrzRTe0U275la74LZ0B02Fww] [Y1ja0tJHGWhPuOmb9ghlLs7g] Oleg Selajev Testcontainers at Docker. Developer, author, speaker. Java Champion Feeling productive at #kubecon with @kylepenfound. We just made a @dagger_io module to enable @Testcontainers tests easily. [NMJapUV350F509vWLSJ2yx0Zoo] [Gv94sjKgnCcldtZkeCwdXRnsc7g] Jorge Arteiro Cloud Developer Advocate The one and only @solomonstre, thanks for been so welcoming. Eternally grateful for everything you did. Go @dagger_io !!!!! At #KubeCon [YLLmJwHOqpX2owxHlCyvk6Pu9Uc] [nLUjvo4S6MtGjhuQSdpLToeiXPw] Darren Shepherd Chief Architect & Co-Founder Now that I understand the tao of dagger, I never want to write another dockerfile. But I have too [sjoyeZQyUVa7dO4lPcWJGdIqw] Tsiry Sandratraina Building fluentci_io I finally ported some @fluentci_io modules to @dagger_io Modules [Wxhq1URm0SEM9dxZ2ibxEERimn0] [FmBzpUKnVcYzUjoAqkGPLOtprzw] Maria Vechtomova MLOps Tech Lead | Public speaker It can take many "git push" to get your #cicd pipeline working. Arne Mueller and I wrote an article about using Dagger, which you can use to run your pipelines locally and in your #cicd tool of choice: We walk through a pipeline that does unit testing, Python package building, and Docker image build and push. We show the implementation of the pipeline defined "old style" in GitHub actions, and explain how you can run it locally with act. We compare it with implementation using Dagger & very minimalistic GitHub actions. No more "push and pray " for your #DevOps and #MLOps engineers! Check it out on Marvelous MLOps substack: https://lnkd.in/ eNcrdCiX. [OChFdFqAP2ml2jpI46Kd41h8KiA] [Kg660i1sjVno5NnpZvApU5XnU] Vincent Behar Developer Today we had @solomonstre at the Ubisoft office - to talk about @dagger_io of course, but also our challenges. And I think he might start prototyping something soon for one of our use cases... how many CEOs do that? ;-) It was great, come back when you want! [7DqLrFLvZHzo0SSrtEbj2i2jSs] [pb1J0qYgPDqJajMUXmY4W14HI] Yoofi Quansah Advocate of better Platforms for Devs Yeah @dagger_io killed it with writing CI pipelines as code, and being able to run that locally. I can't think of how else you can get a similar experience except by writing a bunch of bash with Docker. [zj8wX9fQXbu9zaaUWTFjvBknk] Flipt.io There are two ways to ship code: 1. Push and Pray 2. Test, Test, Test, Test We recommend option #2. And use @dagger_io to make your life easy. [fu2e7EHly0BHrTO4BHsIi4ZdY] Anais Urlichs Don't you just love when getting-started examples in the docs work @dagger_io [cDvgOm1pUCTf3mqbqvgOU1gP94c] [hMcsEKt9Xfl1M2rUIzui7zfjLM] Mark Robert Coleman Co-founder & CPO of Netboxlabs Been spending some time playing with @NetBoxOfficial @go_containerlab and @dagger_io and its pretty amazing how much can be done in the network automation space in what feels like a very cloud native way at the moment. Hoping to package it all up for a demo real soon [n3kq5Qp0207XNbEyBd0tPOmIu5E] Sagi-Kazar Mark Head of OSS @openmeterio | Speaker, tech content creator @dagger_io community meeting at @fosdem with @sameoldaweris [Ltrb9qkxR3P7vueCSL7vc1mFVbc] [1WVwXqGqVItXy04xH49bsx0HPvk] Noam Elfanbaum Software developer @dagger_io has replaced a combination of dockerfiles, docker-compose, and makefiles/bash scripts for me, making it easier to run CI tests locally and in GitHub actions. Great work @solomonstre! [Nbu0frbOu5uvdqWFVfIUkY3Rdo] verdverm Unexpected surprise using @dagger_io Cloud... If you export your key from your local development environment, then all of your local build results are side-by-side with your CI build results. It's pretty great being able to recall why something failed locally and then share it [Kg660i1sjVno5NnpZvApU5XnU] Vincent Behar Developer I just wrote my 1st @dagger_io modules https://github.com/vbehar/ daggerverse... and the experience is really nice, thanks to the Dagger CLI. Good job guys! [2oTyZbTVT50hMW9OXNC6qDu2EWQ] [1qmryxv1LuGOvL4DKDmjGxVN0k] Mike Elsmore Developer @dr4goonis talking about stuff, @dagger_io, and CI/CD at @PHPUKConference Warning! Live demos! #phpuk24 [QOPaUKIt2oh9ljOvYwQhIuL7M] [Syvuf4iASXapVxhYdHcR8Fm0] Romaric Philogene CEO @Qovery_ - Internal Developer Platform [?] | Love to solve engineering problems | Rust , Kotlin, Go, Python, Java My latest issue on why I believe @dagger_io could be the future of CI/CD for Engineering and Platform Engineering teams https://romaricphilogene.substack.com/p/ platform-tips-18-dagger-the-future #platformengineering #cicd #devops #dagger [w1GjZDecpKWfu31JGYXRbX4eKWg] Batuhan Apaydin I am very happy to share with you a great development today!! Dagger we have established our Istanbul Meetup group as of now! [?] One of Dagger Solomon Hykes' newest innovations is to develop a programmable CI/CD engine. Dagger is a tool that allows you to develop your CI/CD processes with your favorite programming language that you use to develop your software, and to run your CI/CD steps in containers, eliminating remote engine dependency and advancing all your processes in your local environment. The main purpose of this group will be to raise awareness about the Dagger project and to talk about the benefits of this tool for us, you are all invited! https://lnkd.in/dMNjdBDP #dagger #daggercommunity #daggeristanbul [PwhJ5MqWFDAkfRkf6holG6TkOpA] * [EdwogSYwgjafb1TpvFPGENeHRs] Lee Gaines Principal Engineer It's kind of a container-based swiss army knife that can be used for CI operations (reproducible builds, testing, publishing), creating LLM agents, and more. Tons of integrations and open-source modules on the "Daggerverse". [mNWSG9nbQ9AiCwUg9EljNonpdM] Jordan Parker When @solomonstre drops an open-source Claude Code... ya run with it. "Toy Programmer" + added MCP & cursor-rules + an updated version of @zbeyens phenom "dotai" repo [lZX1fj05kXyASyzocPW761RfWT0] Kyle Penfound This is so awesome to play with. I just made a new frontend for my main demo repo without any hand-holding, writing integrations, or anything. Just core dagger + bring your own LLM. In a 2 minute video. Most of which is for the sake of the recording [syQK4BhrGgTw39TlcFPffv3RYqQ] Benjie D. So im finally coming around on this whole AI thing is the future...Solomon Hykes demo of an agent writing a curl clone in 5 minutes using Dagger is still lingering in my mind...if any of you are curmudgeons like me you might want to watch... [v0YFnZ7u3BNV4QNvHHmeayghdA] Yves If you don't know where to start to create AI agents, you should have a look at Dagger agents. That makes it so easy to build tools that will benefit from AI but as real developer tool. [I88y4NFYOYRuzqlkx5tBU8tOJyo] Steeve Morin Few understand the implications of this. This will be absolutely defining [WMuBy6XGZpKFcCCngxZR8YmPlA] Alberto Fuentes I'm feeling a "docker moment" in real time. Even though I didn't know the CI tool, it seems so promising for multiple areas. [fx0FJqUVlJulAw8tH4lGdilIfA0] Matias Pan @dagger_io experimental AI tooling is really interesting. I just leveraged two separate modules (Strava and Notify). It took me 20 minutes to build the prompt and less than 5 to write the code. [sLDzfjlDytFC9k4pupNZ0E9Zts] Ankur Duggal This is crazy cool! If you have worked with LLMs this is amazing! [m7t1y0Is6MdT79EaOL0ah40tL4s] Peter Jausovec all your dagger functions are now available for agents to use. built-in function registry. [uFEaUPuj5kEHYcBXRqjuJCOjw0Q] Madhav Jivrajani This is nuts. @dagger_io has always had amazing dev exp, but the fact that it lends itself so seamlessly to something like this is endlessly impressive, massive props @solomonstre and the team! [2Tz0LvDX9MKOXSi5MYjldnDsINk] Austen Ok, my mind is a little blown right now. I never considered having LLMs accept containers as inputs and then interact with them to accomplish some goal. [quS2KqKgIcXoAXiRQ1807UiSuc] Adrian Duermael CEO at Cubzh That's why tools like @dagger_io are going to be so powerful! (standardized text interface, multi-language modules and a neatly integrated web GUI over the CLI) Great AI assistant experiences largely depend on well-designed interfaces they can easily leverage. [TCCDPRrZg7YpZB10qYaJfe8xbJk] Steeve Morin Founder of ZML I think few realize where Dagger sits in the agentic race. I know I didn't until I was shown. Incredible. [IFiUx8Hyy3JSe8c7RwYExC0D1aU] Corentin Kerisit If you can relate, you need @dagger_io and fast. [4y7u4y7kSlGfc32ezEsArVIZUPE] Pedro Pinera Founder, CEO - Tuist It'll take time for people to realize the value of @dagger_io but I'm optimistic it'll reach critical mass and break the vendor locking that many CI providers benefited from for many years. [C5hhq0prd8aVMAUgPijtKhEygo] Pedro Pinera Founder, CEO - Tuist I just tried to set up a CI pipeline using @dagger_io to compile and test an Elixir project and OMG. The portability is so priceless. Blog post in progress [lcNdl6cSy22Y1F7yBY1D9Fvluo] David Flanagan My entire CI/CD pipeline is Dagger and I'd love for dev to be too; still a few changes that need to happen there though. Watch this space [rMB9Hi3m8tONUWPkNq7kHqvdo] Edouard Bonlieu Co-founder @gokoyeb , deploy apps and databases on high-performance infrastructure around the world. Previously built @scaleway Excited to hear @solomonstre talking about @dagger_io and Dagger functions. Need to push the @gokoyeb function to the Daggerverse [GRoXZDdrS5X7MRCLtNdpeReb0] Zhipeng Huang Open Source Effectively Accelerates ! It was great to participate @dagger_io Meetup yesterday, one of the purest form of OSS event: no bullshit, minimal slides, maximum code. @solomonstre might gave away his @KubeCon_ KN magic a bit , but it was really fun. [3y98UYwWqpWkOkTIOtlAg5VfWg] Diego Ciangottini Technologist My top pick video from hashtag#KubeCon + hashtag#cloudnative in Paris is out! From integrated environments to innovative approaches, there's something for every science community to keep an eye on. YOU get to choose what we dive into next! Comment with your preference! https://lnkd.in/d2Xj2DhJ 1[?] First up, Kubeflow offers an all-in-one solution for data science workflows on Kubernetes. Check out CERN Computing's experience at the hashtag#cloudnativeAIDay event and the DHL Data & Analytics and their journey to a data science platform. 2[?] Impressive NATS.io with a demo by Synadia perfect for applications from hashtag#ai / hashtag#ml on IoT to microservices 3[?] Discover Dagger Functions, revolutionizing workflow management for reproducibility and interoperability Plus, an extra shoutout to the Cloud Native Computing Foundation (CNCF) Enduser Research, let's push it together as it should be! [Zu53cKkisJZqj71w4iTCRyN13r4] Dany Camirand Conseiller integrateur en architecture logicielle (Cloud/DevOps) chez Ministere de la Famille du Quebec (MFA) What I also like about Dagger is that it perfectly aligns with my personal fav quote: 'Localhost is your best cloud provider' https://dagger.io [b40zAhHGm3PJbsbZUCaVPvSLQ] Ivan Velichko Software Engineer What Is Dagger and Why You Might Want to Use It Dagger promises to fix our CI/CD once and for all, but what exactly is Dagger? Is it a GitHub Actions or Jenkins replacement? Or is it a dev tool that augments existing CI/CD providers? Is it a service or a CLI? My take [FkRqrinOIGZa0hKZBnCcABJss] Utsab Sapkota DevOps and Cloud Just finished an incredible hands-on session with Saiyam Pathak, Solomon Hykes, and Kyle Penfound on the Kubesimplify channel, diving deep into the powerful tool Dagger. Followed along on my personal computer and learned a ton. Highly recommend checking it out for anyone interested in cutting-edge DevOps! hashtag#Dagger hashtag#DevOps hashtag#Kubesimplify https://lnkd.in/dygitKgn [dRZmHSNIewmmuc44SOALE7NYi20] Brian Goff Senior Software Engineer at Microsoft I always felt like tools like docker-compose were not the right fit me me. Always required lots of glue to make it work for the things I needed to do. This is where @dagger_io shines. Far more programatic, testable, and repeatable. [Kd5fTrDTWlTIwXt5qNxM1hoQ] Kyle Galbraith Co-Founder of depotdev We released a new version of our @dagger_io Daggerverse module to bring the Depot ephemeral registry to our bake function. Going to be a game changer for building all your images at once and being able to do things with the containers immediately https://depot.dev/changelog/2024-03-26-depot-daggerverse-1-1-0 [DeuT4wsG33KyaF9E3wf0IZcsiA] Dipankar Das DevOps engineer at @rtCamp | loves writing code | Founder of @ksctl_k8s you all got me. Taskfile and Makefile now its dagger @SaiyamPathak. Btw nice explanation on dagger. I think its a good tool, used it 1 year ago @dagger_io [Rmp86bycWPnf6uz8ZUugMqLAiP4] [tnArhISLX6f5R7l6AZaDMcbpCAI] Lev Lazinskiy Technical GTM Leader Nothing beats reading a story about Dagger from a real user. Thanks so much to Scott Molinari for sharing your experience :) https://lnkd.in/d9fQGRg7 [xzAn5PjuTYxRQYi3OflSXOrlE] Sheldon Hull expert at spline reticulation. [?] AWS Infinidash MVP [?] I [?] coding. Work as Senior Software Engineer. Wrapping my head around the new functions thing is going to take a bit. But I've already done nested docker Goreleaser with CGO_ENABLED , angular builds and more with the SDK. So great! Dagger call might take over all my 3 years of mage work once I figure it all out. [G04nWtMZ6HfcSfUQcKBQ4arhd2M] John McBride sr engineer @saucedopen prev: AWS, VMware, Pivotal @sheldon_hull @dagger_io and @MagefileDotOrg We're starting to adopt dagger actually loving it so far [o3MowHwpVVyDCTp5gbRUcTVCK0c] Neela Jacques Former Executive Director, OpenDaylight Project, founder VSPP/ vCloud @VMware , launched Cilium/Isovalent out of stealth, now helping Solomon grow http://Dagger.io What a WILD morning! @solomonstre's keynote seems to have ignited something major, we've been swamped all morning here at @KubeCon_ ! [qcwapkx73SbZ2bbMX7JaujuTIo] [6zOlLZ4RT0O7JjDyKnPICV9enyg] BC Gain DevOps. Security. Observability. Linux. Kubernetes. Sailing. ReveCom Media. Use @dagger_io to build pipelines input: @chainguard_dev's Building Container Images the Modern Way - @chainguard_dev' s Adrian Mouat demo. It << real strength >> is its modules, he said. @KubeCon_ @linuxfoundation @thenewstack [hzH6o9ZyfaTirmHR2WXolF25Qlk] [OGP1Mlx80AH3v3BP35uP8r3TtE] Kubecon_ The #Kubernetes & #cloudnative community conference "It's all about the people." - Solomon Hykes #kubecon # cloudnativecon [Ck38WjL7DYUOd2jCHPPJZXUnTo] [0lKHIeLz8Rh6oEmLQkPHU6MZhVc] Daniel Bryant DevRel/GTM Leader | News/Podcast @InfoQ | Web 2.0 coder, platform engineer, Java Champion, CS PhD | cloud/K8s, APIs, IPAs, running | learner/teacher An enjoyable look back on the origins of @Docker, containers, and cloud platforms, via @solomonstre at #KubeCon. And love the call out to "dude, where's my platform? " Many of us are still working on this with @dagger_io, @kratixio, #Backstage, and @CloudNativeFdn tech [VOajf49L8cDr1ztfgLigiXeiCU] [LyIeDMTXXawRCqfWOf9MSPkLbnQ] Rey Lejano CNCF Ambassador | @kubernetesio 1.23 Release Lead, 1.25 Emeritus Adviser, K8s SIG Docs co-chair | @RedHat #KubeCon Europe day 3 keynotes with @solomonstre from @dagger_io who helped kick off popularizing #containers and #CloudNative over a decade ago. 16 years ago, the first working build of Docker was created walking distance from #KubeCon Paris [OFKSxdvJKoEC2GB4uDwMXXVZVc] [nxHyhTn4zxfnw1t6uugNPDpDU] Solomon Hykes CEO and Co-Founder, Dagger The recording of my #kubecon keynote is out: https://youtu.be/ S_Z4AHZlSUI Thank you to everyone who attended, on the last day of a draining event. It was a special moment that I enjoyed very much, I hope you did too. Non-french speakers: watch this after https://youtu.be/TEVzxycBBUU [LbM6SbcWRvjI5vTc4ih86qibZdc] [dfC7ly9VGJWUDQAstsVzSY3Hoc] Carlos Santana Sr. Kubernetes Specialist SA @AWSCloud | CNCF Ambassador | Kubernetes contributor Join me at the first @dagger_io meetup in Raleigh, NC this week. The meetup will start by teaching the basics of Dagger with real-world examples. I'm still in KubeCon mode, looking forward to meeting the DevOps community in person! Check out the event details at https://meetu.ps/e/MWc2l/3Fcx2/i [L0eKEP1H3lBx7RwgG2SOKHYmUSI] [gKBrdZBkjpXC34NqVcj2VrQ7Rhw] Melissa McKay Mom. Software engineer. Author. Java Champion. Docker Captain. Dev Advocate @JFrog Yeah... ok, there are much better foot models out there than me, but I had to show off the @dagger_io gear I brought with me from #KubeCon Chicago! Thanks for these @jpadamspdx - they were perfect for the long flight home after an incredible week at # KubeCon Paris! [sHpkPOFHLUMDOPgkc6JV5Ps5s] [0MY3y11KoO70Czd6UCavImV9M] Jordi Mon Companys PMM @chainguard_dev @solomonstre surrounded by people at #KubeCon [wzSwVLnYa6wTElJ79vNYzHBBYE] [j8YLwgZeH7U4WJuzVzdh9Kb3Dc] Dan Lorenc Software Supply Chain Security I built my first Dagger function yesterday with Solomon Hykes, and just got it published up on the daggerverse! Dagger is awesome, and I plan on continuing to find ways to use it. At a high level, dagger lets you use containers as a first-class object in code, and stitch together complex orchestration pipelines using real programming languages instead of bash. Primitives like mounting in files/directories, running commands, building and publishing containers, environment variables and secrets are all available, type-safe, and programmable in Go, Python, or Typescript. Dagger functions let you build abstractions and methods on top of these basic primitives that can then be exposed and reused by other Dagger functions. The entire experience is encapsulated by the `dagger` cli, which uses magical buildkit caching and orchestrations so it's all *fassstttt*. You can run it locally or in CI systems and get the same results, and confidence that things will actually work after a push. As self-described a yamlbash enthusiast, I'm still excited at the thought of replacing those tangled messes with real code. Check it out here, this version is capable of building Python wheel packages across a variety of Python versions, and can handle installation of extra build-time dependencies too, for when you need some ugly cmake stuff or other native libraries. Also, it uses wolfi and Chainguard images for all the execution and package handling :) https://lnkd.in/eDBtk7pm #dagger #ci #opensource #wolfi #chainguard [SUrsg0K5DMUoqUQ5VIpNmBeRQ] Miguel Martinez Trivino Co-founder at chainloop.dev Chainloop is an Open Source Metadata Vault for your Software Supply Chain metadata, OWASP CycloneDX SBOM/xBOM Standard, SPDX SBOM, VEX, SARIF files, QA reports, and more. From today, you can programmatically collect and enforce Software Supply Chain pieces of evidence from your Dagger pipeline! Dagger is a great fit since it is aligned with our principle of meeting developers where they are, and you can't get closer to them than in code, with their programming language, and in their local machine If you want to give it a try in person, we'll also be in a couple of days at #kubecon in Paris. See you there! [kAtJ20yktFMw6FzxHUiYs7kbw] Tom Hacohen Founder & CEO at Svix I first saw a demo of Dagger two years ago and you could sense something big was brewing. Now with Dagger functions, it's actually happening. I just saw another demo and it really feels like something we'll all be using! Congrats Dagger for building something special! [N0n8KhjSwkIvQrDsweIX2DZnR4] [zy6KvWEvFZimVsbJYGc7VERZbE] Emmanuel Sibanda Software Engineer Dagger is a programmable open source CI/CD engine. I built a Dagger module to solve the "but it works on my machine" problem that occurs where tests that pass locally do not pass in development because of inconsistencies in environment configurations for NodeJS applications. In this blog I detail the entire process; what I learnt through my build along with insights gained from reading Dagger docs and their Python SDK. #Python #CICD #Jest #NodeJS #DevOps #Frontend [Rd4MrzRTe0U275la74LZ0B02Fww] [Y1ja0tJHGWhPuOmb9ghlLs7g] Oleg Selajev Testcontainers at Docker. Developer, author, speaker. Java Champion Feeling productive at #kubecon with @kylepenfound. We just made a @dagger_io module to enable @Testcontainers tests easily. [NMJapUV350F509vWLSJ2yx0Zoo] [Gv94sjKgnCcldtZkeCwdXRnsc7g] Jorge Arteiro Cloud Developer Advocate The one and only @solomonstre, thanks for been so welcoming. Eternally grateful for everything you did. Go @dagger_io !!!!! At #KubeCon [YLLmJwHOqpX2owxHlCyvk6Pu9Uc] [nLUjvo4S6MtGjhuQSdpLToeiXPw] Darren Shepherd Chief Architect & Co-Founder Now that I understand the tao of dagger, I never want to write another dockerfile. But I have too [sjoyeZQyUVa7dO4lPcWJGdIqw] Tsiry Sandratraina Building fluentci_io I finally ported some @fluentci_io modules to @dagger_io Modules [Wxhq1URm0SEM9dxZ2ibxEERimn0] [FmBzpUKnVcYzUjoAqkGPLOtprzw] Maria Vechtomova MLOps Tech Lead | Public speaker It can take many "git push" to get your #cicd pipeline working. Arne Mueller and I wrote an article about using Dagger, which you can use to run your pipelines locally and in your #cicd tool of choice: We walk through a pipeline that does unit testing, Python package building, and Docker image build and push. We show the implementation of the pipeline defined "old style" in GitHub actions, and explain how you can run it locally with act. We compare it with implementation using Dagger & very minimalistic GitHub actions. No more "push and pray " for your #DevOps and #MLOps engineers! Check it out on Marvelous MLOps substack: https://lnkd.in/ eNcrdCiX. [OChFdFqAP2ml2jpI46Kd41h8KiA] [Kg660i1sjVno5NnpZvApU5XnU] Vincent Behar Developer Today we had @solomonstre at the Ubisoft office - to talk about @dagger_io of course, but also our challenges. And I think he might start prototyping something soon for one of our use cases... how many CEOs do that? ;-) It was great, come back when you want! [7DqLrFLvZHzo0SSrtEbj2i2jSs] [pb1J0qYgPDqJajMUXmY4W14HI] Yoofi Quansah Advocate of better Platforms for Devs Yeah @dagger_io killed it with writing CI pipelines as code, and being able to run that locally. I can't think of how else you can get a similar experience except by writing a bunch of bash with Docker. [zj8wX9fQXbu9zaaUWTFjvBknk] Flipt.io There are two ways to ship code: 1. Push and Pray 2. Test, Test, Test, Test We recommend option #2. And use @dagger_io to make your life easy. [fu2e7EHly0BHrTO4BHsIi4ZdY] Anais Urlichs Don't you just love when getting-started examples in the docs work @dagger_io [cDvgOm1pUCTf3mqbqvgOU1gP94c] [hMcsEKt9Xfl1M2rUIzui7zfjLM] Mark Robert Coleman Co-founder & CPO of Netboxlabs Been spending some time playing with @NetBoxOfficial @go_containerlab and @dagger_io and its pretty amazing how much can be done in the network automation space in what feels like a very cloud native way at the moment. Hoping to package it all up for a demo real soon [n3kq5Qp0207XNbEyBd0tPOmIu5E] Sagi-Kazar Mark Head of OSS @openmeterio | Speaker, tech content creator @dagger_io community meeting at @fosdem with @sameoldaweris [Ltrb9qkxR3P7vueCSL7vc1mFVbc] [1WVwXqGqVItXy04xH49bsx0HPvk] Noam Elfanbaum Software developer @dagger_io has replaced a combination of dockerfiles, docker-compose, and makefiles/bash scripts for me, making it easier to run CI tests locally and in GitHub actions. Great work @solomonstre! [Nbu0frbOu5uvdqWFVfIUkY3Rdo] verdverm Unexpected surprise using @dagger_io Cloud... If you export your key from your local development environment, then all of your local build results are side-by-side with your CI build results. It's pretty great being able to recall why something failed locally and then share it [Kg660i1sjVno5NnpZvApU5XnU] Vincent Behar Developer I just wrote my 1st @dagger_io modules https://github.com/vbehar/ daggerverse... and the experience is really nice, thanks to the Dagger CLI. Good job guys! [2oTyZbTVT50hMW9OXNC6qDu2EWQ] [1qmryxv1LuGOvL4DKDmjGxVN0k] Mike Elsmore Developer @dr4goonis talking about stuff, @dagger_io, and CI/CD at @PHPUKConference Warning! Live demos! #phpuk24 [QOPaUKIt2oh9ljOvYwQhIuL7M] [Syvuf4iASXapVxhYdHcR8Fm0] Romaric Philogene CEO @Qovery_ - Internal Developer Platform [?] | Love to solve engineering problems | Rust , Kotlin, Go, Python, Java My latest issue on why I believe @dagger_io could be the future of CI/CD for Engineering and Platform Engineering teams https://romaricphilogene.substack.com/p/ platform-tips-18-dagger-the-future #platformengineering #cicd #devops #dagger [w1GjZDecpKWfu31JGYXRbX4eKWg] Batuhan Apaydin I am very happy to share with you a great development today!! Dagger we have established our Istanbul Meetup group as of now! [?] One of Dagger Solomon Hykes' newest innovations is to develop a programmable CI/CD engine. Dagger is a tool that allows you to develop your CI/CD processes with your favorite programming language that you use to develop your software, and to run your CI/CD steps in containers, eliminating remote engine dependency and advancing all your processes in your local environment. The main purpose of this group will be to raise awareness about the Dagger project and to talk about the benefits of this tool for us, you are all invited! https://lnkd.in/dMNjdBDP #dagger #daggercommunity #daggeristanbul [PwhJ5MqWFDAkfRkf6holG6TkOpA] * [EdwogSYwgjafb1TpvFPGENeHRs] Lee Gaines Principal Engineer It's kind of a container-based swiss army knife that can be used for CI operations (reproducible builds, testing, publishing), creating LLM agents, and more. Tons of integrations and open-source modules on the "Daggerverse". [mNWSG9nbQ9AiCwUg9EljNonpdM] Jordan Parker When @solomonstre drops an open-source Claude Code... ya run with it. "Toy Programmer" + added MCP & cursor-rules + an updated version of @zbeyens phenom "dotai" repo [lZX1fj05kXyASyzocPW761RfWT0] Kyle Penfound This is so awesome to play with. I just made a new frontend for my main demo repo without any hand-holding, writing integrations, or anything. Just core dagger + bring your own LLM. In a 2 minute video. Most of which is for the sake of the recording [syQK4BhrGgTw39TlcFPffv3RYqQ] Benjie D. So im finally coming around on this whole AI thing is the future...Solomon Hykes demo of an agent writing a curl clone in 5 minutes using Dagger is still lingering in my mind...if any of you are curmudgeons like me you might want to watch... [v0YFnZ7u3BNV4QNvHHmeayghdA] Yves If you don't know where to start to create AI agents, you should have a look at Dagger agents. That makes it so easy to build tools that will benefit from AI but as real developer tool. [I88y4NFYOYRuzqlkx5tBU8tOJyo] Steeve Morin Few understand the implications of this. This will be absolutely defining [WMuBy6XGZpKFcCCngxZR8YmPlA] Alberto Fuentes I'm feeling a "docker moment" in real time. Even though I didn't know the CI tool, it seems so promising for multiple areas. [fx0FJqUVlJulAw8tH4lGdilIfA0] Matias Pan @dagger_io experimental AI tooling is really interesting. I just leveraged two separate modules (Strava and Notify). It took me 20 minutes to build the prompt and less than 5 to write the code. [sLDzfjlDytFC9k4pupNZ0E9Zts] Ankur Duggal This is crazy cool! If you have worked with LLMs this is amazing! [m7t1y0Is6MdT79EaOL0ah40tL4s] Peter Jausovec all your dagger functions are now available for agents to use. built-in function registry. [uFEaUPuj5kEHYcBXRqjuJCOjw0Q] Madhav Jivrajani This is nuts. @dagger_io has always had amazing dev exp, but the fact that it lends itself so seamlessly to something like this is endlessly impressive, massive props @solomonstre and the team! [2Tz0LvDX9MKOXSi5MYjldnDsINk] Austen Ok, my mind is a little blown right now. I never considered having LLMs accept containers as inputs and then interact with them to accomplish some goal. [quS2KqKgIcXoAXiRQ1807UiSuc] Adrian Duermael CEO at Cubzh That's why tools like @dagger_io are going to be so powerful! (standardized text interface, multi-language modules and a neatly integrated web GUI over the CLI) Great AI assistant experiences largely depend on well-designed interfaces they can easily leverage. [TCCDPRrZg7YpZB10qYaJfe8xbJk] Steeve Morin Founder of ZML I think few realize where Dagger sits in the agentic race. I know I didn't until I was shown. Incredible. [IFiUx8Hyy3JSe8c7RwYExC0D1aU] Corentin Kerisit If you can relate, you need @dagger_io and fast. [4y7u4y7kSlGfc32ezEsArVIZUPE] Pedro Pinera Founder, CEO - Tuist It'll take time for people to realize the value of @dagger_io but I'm optimistic it'll reach critical mass and break the vendor locking that many CI providers benefited from for many years. [C5hhq0prd8aVMAUgPijtKhEygo] Pedro Pinera Founder, CEO - Tuist I just tried to set up a CI pipeline using @dagger_io to compile and test an Elixir project and OMG. The portability is so priceless. Blog post in progress [lcNdl6cSy22Y1F7yBY1D9Fvluo] David Flanagan My entire CI/CD pipeline is Dagger and I'd love for dev to be too; still a few changes that need to happen there though. Watch this space [rMB9Hi3m8tONUWPkNq7kHqvdo] Edouard Bonlieu Co-founder @gokoyeb , deploy apps and databases on high-performance infrastructure around the world. Previously built @scaleway Excited to hear @solomonstre talking about @dagger_io and Dagger functions. Need to push the @gokoyeb function to the Daggerverse [GRoXZDdrS5X7MRCLtNdpeReb0] Zhipeng Huang Open Source Effectively Accelerates ! It was great to participate @dagger_io Meetup yesterday, one of the purest form of OSS event: no bullshit, minimal slides, maximum code. @solomonstre might gave away his @KubeCon_ KN magic a bit , but it was really fun. [3y98UYwWqpWkOkTIOtlAg5VfWg] Diego Ciangottini Technologist My top pick video from hashtag#KubeCon + hashtag#cloudnative in Paris is out! From integrated environments to innovative approaches, there's something for every science community to keep an eye on. YOU get to choose what we dive into next! Comment with your preference! https://lnkd.in/d2Xj2DhJ 1[?] First up, Kubeflow offers an all-in-one solution for data science workflows on Kubernetes. Check out CERN Computing's experience at the hashtag#cloudnativeAIDay event and the DHL Data & Analytics and their journey to a data science platform. 2[?] Impressive NATS.io with a demo by Synadia perfect for applications from hashtag#ai / hashtag#ml on IoT to microservices 3[?] Discover Dagger Functions, revolutionizing workflow management for reproducibility and interoperability Plus, an extra shoutout to the Cloud Native Computing Foundation (CNCF) Enduser Research, let's push it together as it should be! [Zu53cKkisJZqj71w4iTCRyN13r4] Dany Camirand Conseiller integrateur en architecture logicielle (Cloud/DevOps) chez Ministere de la Famille du Quebec (MFA) What I also like about Dagger is that it perfectly aligns with my personal fav quote: 'Localhost is your best cloud provider' https://dagger.io [b40zAhHGm3PJbsbZUCaVPvSLQ] Ivan Velichko Software Engineer What Is Dagger and Why You Might Want to Use It Dagger promises to fix our CI/CD once and for all, but what exactly is Dagger? Is it a GitHub Actions or Jenkins replacement? Or is it a dev tool that augments existing CI/CD providers? Is it a service or a CLI? My take [FkRqrinOIGZa0hKZBnCcABJss] Utsab Sapkota DevOps and Cloud Just finished an incredible hands-on session with Saiyam Pathak, Solomon Hykes, and Kyle Penfound on the Kubesimplify channel, diving deep into the powerful tool Dagger. Followed along on my personal computer and learned a ton. Highly recommend checking it out for anyone interested in cutting-edge DevOps! hashtag#Dagger hashtag#DevOps hashtag#Kubesimplify https://lnkd.in/dygitKgn [dRZmHSNIewmmuc44SOALE7NYi20] Brian Goff Senior Software Engineer at Microsoft I always felt like tools like docker-compose were not the right fit me me. Always required lots of glue to make it work for the things I needed to do. This is where @dagger_io shines. Far more programatic, testable, and repeatable. [Kd5fTrDTWlTIwXt5qNxM1hoQ] Kyle Galbraith Co-Founder of depotdev We released a new version of our @dagger_io Daggerverse module to bring the Depot ephemeral registry to our bake function. Going to be a game changer for building all your images at once and being able to do things with the containers immediately https://depot.dev/changelog/2024-03-26-depot-daggerverse-1-1-0 [DeuT4wsG33KyaF9E3wf0IZcsiA] Dipankar Das DevOps engineer at @rtCamp | loves writing code | Founder of @ksctl_k8s you all got me. Taskfile and Makefile now its dagger @SaiyamPathak. Btw nice explanation on dagger. I think its a good tool, used it 1 year ago @dagger_io [Rmp86bycWPnf6uz8ZUugMqLAiP4] [tnArhISLX6f5R7l6AZaDMcbpCAI] Lev Lazinskiy Technical GTM Leader Nothing beats reading a story about Dagger from a real user. Thanks so much to Scott Molinari for sharing your experience :) https://lnkd.in/d9fQGRg7 [xzAn5PjuTYxRQYi3OflSXOrlE] Sheldon Hull expert at spline reticulation. [?] AWS Infinidash MVP [?] I [?] coding. Work as Senior Software Engineer. Wrapping my head around the new functions thing is going to take a bit. But I've already done nested docker Goreleaser with CGO_ENABLED , angular builds and more with the SDK. So great! Dagger call might take over all my 3 years of mage work once I figure it all out. [G04nWtMZ6HfcSfUQcKBQ4arhd2M] John McBride sr engineer @saucedopen prev: AWS, VMware, Pivotal @sheldon_hull @dagger_io and @MagefileDotOrg We're starting to adopt dagger actually loving it so far [o3MowHwpVVyDCTp5gbRUcTVCK0c] Neela Jacques Former Executive Director, OpenDaylight Project, founder VSPP/ vCloud @VMware , launched Cilium/Isovalent out of stealth, now helping Solomon grow http://Dagger.io What a WILD morning! @solomonstre's keynote seems to have ignited something major, we've been swamped all morning here at @KubeCon_ ! [qcwapkx73SbZ2bbMX7JaujuTIo] [6zOlLZ4RT0O7JjDyKnPICV9enyg] BC Gain DevOps. Security. Observability. Linux. Kubernetes. Sailing. ReveCom Media. Use @dagger_io to build pipelines input: @chainguard_dev's Building Container Images the Modern Way - @chainguard_dev' s Adrian Mouat demo. It << real strength >> is its modules, he said. @KubeCon_ @linuxfoundation @thenewstack [hzH6o9ZyfaTirmHR2WXolF25Qlk] [OGP1Mlx80AH3v3BP35uP8r3TtE] Kubecon_ The #Kubernetes & #cloudnative community conference "It's all about the people." - Solomon Hykes #kubecon # cloudnativecon [Ck38WjL7DYUOd2jCHPPJZXUnTo] [0lKHIeLz8Rh6oEmLQkPHU6MZhVc] Daniel Bryant DevRel/GTM Leader | News/Podcast @InfoQ | Web 2.0 coder, platform engineer, Java Champion, CS PhD | cloud/K8s, APIs, IPAs, running | learner/teacher An enjoyable look back on the origins of @Docker, containers, and cloud platforms, via @solomonstre at #KubeCon. And love the call out to "dude, where's my platform? " Many of us are still working on this with @dagger_io, @kratixio, #Backstage, and @CloudNativeFdn tech [VOajf49L8cDr1ztfgLigiXeiCU] [LyIeDMTXXawRCqfWOf9MSPkLbnQ] Rey Lejano CNCF Ambassador | @kubernetesio 1.23 Release Lead, 1.25 Emeritus Adviser, K8s SIG Docs co-chair | @RedHat #KubeCon Europe day 3 keynotes with @solomonstre from @dagger_io who helped kick off popularizing #containers and #CloudNative over a decade ago. 16 years ago, the first working build of Docker was created walking distance from #KubeCon Paris [OFKSxdvJKoEC2GB4uDwMXXVZVc] [nxHyhTn4zxfnw1t6uugNPDpDU] Solomon Hykes CEO and Co-Founder, Dagger The recording of my #kubecon keynote is out: https://youtu.be/ S_Z4AHZlSUI Thank you to everyone who attended, on the last day of a draining event. It was a special moment that I enjoyed very much, I hope you did too. Non-french speakers: watch this after https://youtu.be/TEVzxycBBUU [LbM6SbcWRvjI5vTc4ih86qibZdc] [dfC7ly9VGJWUDQAstsVzSY3Hoc] Carlos Santana Sr. Kubernetes Specialist SA @AWSCloud | CNCF Ambassador | Kubernetes contributor Join me at the first @dagger_io meetup in Raleigh, NC this week. The meetup will start by teaching the basics of Dagger with real-world examples. I'm still in KubeCon mode, looking forward to meeting the DevOps community in person! Check out the event details at https://meetu.ps/e/MWc2l/3Fcx2/i [L0eKEP1H3lBx7RwgG2SOKHYmUSI] [gKBrdZBkjpXC34NqVcj2VrQ7Rhw] Melissa McKay Mom. Software engineer. Author. Java Champion. Docker Captain. Dev Advocate @JFrog Yeah... ok, there are much better foot models out there than me, but I had to show off the @dagger_io gear I brought with me from #KubeCon Chicago! Thanks for these @jpadamspdx - they were perfect for the long flight home after an incredible week at # KubeCon Paris! [sHpkPOFHLUMDOPgkc6JV5Ps5s] [0MY3y11KoO70Czd6UCavImV9M] Jordi Mon Companys PMM @chainguard_dev @solomonstre surrounded by people at #KubeCon [wzSwVLnYa6wTElJ79vNYzHBBYE] [j8YLwgZeH7U4WJuzVzdh9Kb3Dc] Dan Lorenc Software Supply Chain Security I built my first Dagger function yesterday with Solomon Hykes, and just got it published up on the daggerverse! Dagger is awesome, and I plan on continuing to find ways to use it. At a high level, dagger lets you use containers as a first-class object in code, and stitch together complex orchestration pipelines using real programming languages instead of bash. Primitives like mounting in files/directories, running commands, building and publishing containers, environment variables and secrets are all available, type-safe, and programmable in Go, Python, or Typescript. Dagger functions let you build abstractions and methods on top of these basic primitives that can then be exposed and reused by other Dagger functions. The entire experience is encapsulated by the `dagger` cli, which uses magical buildkit caching and orchestrations so it's all *fassstttt*. You can run it locally or in CI systems and get the same results, and confidence that things will actually work after a push. As self-described a yamlbash enthusiast, I'm still excited at the thought of replacing those tangled messes with real code. Check it out here, this version is capable of building Python wheel packages across a variety of Python versions, and can handle installation of extra build-time dependencies too, for when you need some ugly cmake stuff or other native libraries. Also, it uses wolfi and Chainguard images for all the execution and package handling :) https://lnkd.in/eDBtk7pm #dagger #ci #opensource #wolfi #chainguard [SUrsg0K5DMUoqUQ5VIpNmBeRQ] Miguel Martinez Trivino Co-founder at chainloop.dev Chainloop is an Open Source Metadata Vault for your Software Supply Chain metadata, OWASP CycloneDX SBOM/xBOM Standard, SPDX SBOM, VEX, SARIF files, QA reports, and more. From today, you can programmatically collect and enforce Software Supply Chain pieces of evidence from your Dagger pipeline! Dagger is a great fit since it is aligned with our principle of meeting developers where they are, and you can't get closer to them than in code, with their programming language, and in their local machine If you want to give it a try in person, we'll also be in a couple of days at #kubecon in Paris. See you there! [kAtJ20yktFMw6FzxHUiYs7kbw] Tom Hacohen Founder & CEO at Svix I first saw a demo of Dagger two years ago and you could sense something big was brewing. Now with Dagger functions, it's actually happening. I just saw another demo and it really feels like something we'll all be using! Congrats Dagger for building something special! [N0n8KhjSwkIvQrDsweIX2DZnR4] [zy6KvWEvFZimVsbJYGc7VERZbE] Emmanuel Sibanda Software Engineer Dagger is a programmable open source CI/CD engine. I built a Dagger module to solve the "but it works on my machine" problem that occurs where tests that pass locally do not pass in development because of inconsistencies in environment configurations for NodeJS applications. In this blog I detail the entire process; what I learnt through my build along with insights gained from reading Dagger docs and their Python SDK. #Python #CICD #Jest #NodeJS #DevOps #Frontend [Rd4MrzRTe0U275la74LZ0B02Fww] [Y1ja0tJHGWhPuOmb9ghlLs7g] Oleg Selajev Testcontainers at Docker. Developer, author, speaker. Java Champion Feeling productive at #kubecon with @kylepenfound. We just made a @dagger_io module to enable @Testcontainers tests easily. [NMJapUV350F509vWLSJ2yx0Zoo] [Gv94sjKgnCcldtZkeCwdXRnsc7g] Jorge Arteiro Cloud Developer Advocate The one and only @solomonstre, thanks for been so welcoming. Eternally grateful for everything you did. Go @dagger_io !!!!! At #KubeCon [YLLmJwHOqpX2owxHlCyvk6Pu9Uc] [nLUjvo4S6MtGjhuQSdpLToeiXPw] Darren Shepherd Chief Architect & Co-Founder Now that I understand the tao of dagger, I never want to write another dockerfile. But I have too [sjoyeZQyUVa7dO4lPcWJGdIqw] Tsiry Sandratraina Building fluentci_io I finally ported some @fluentci_io modules to @dagger_io Modules [Wxhq1URm0SEM9dxZ2ibxEERimn0] [FmBzpUKnVcYzUjoAqkGPLOtprzw] Maria Vechtomova MLOps Tech Lead | Public speaker It can take many "git push" to get your #cicd pipeline working. Arne Mueller and I wrote an article about using Dagger, which you can use to run your pipelines locally and in your #cicd tool of choice: We walk through a pipeline that does unit testing, Python package building, and Docker image build and push. We show the implementation of the pipeline defined "old style" in GitHub actions, and explain how you can run it locally with act. We compare it with implementation using Dagger & very minimalistic GitHub actions. No more "push and pray " for your #DevOps and #MLOps engineers! Check it out on Marvelous MLOps substack: https://lnkd.in/ eNcrdCiX. [OChFdFqAP2ml2jpI46Kd41h8KiA] [Kg660i1sjVno5NnpZvApU5XnU] Vincent Behar Developer Today we had @solomonstre at the Ubisoft office - to talk about @dagger_io of course, but also our challenges. And I think he might start prototyping something soon for one of our use cases... how many CEOs do that? ;-) It was great, come back when you want! [7DqLrFLvZHzo0SSrtEbj2i2jSs] [pb1J0qYgPDqJajMUXmY4W14HI] Yoofi Quansah Advocate of better Platforms for Devs Yeah @dagger_io killed it with writing CI pipelines as code, and being able to run that locally. I can't think of how else you can get a similar experience except by writing a bunch of bash with Docker. [zj8wX9fQXbu9zaaUWTFjvBknk] Flipt.io There are two ways to ship code: 1. Push and Pray 2. Test, Test, Test, Test We recommend option #2. And use @dagger_io to make your life easy. [fu2e7EHly0BHrTO4BHsIi4ZdY] Anais Urlichs Don't you just love when getting-started examples in the docs work @dagger_io [cDvgOm1pUCTf3mqbqvgOU1gP94c] [hMcsEKt9Xfl1M2rUIzui7zfjLM] Mark Robert Coleman Co-founder & CPO of Netboxlabs Been spending some time playing with @NetBoxOfficial @go_containerlab and @dagger_io and its pretty amazing how much can be done in the network automation space in what feels like a very cloud native way at the moment. Hoping to package it all up for a demo real soon [n3kq5Qp0207XNbEyBd0tPOmIu5E] Sagi-Kazar Mark Head of OSS @openmeterio | Speaker, tech content creator @dagger_io community meeting at @fosdem with @sameoldaweris [Ltrb9qkxR3P7vueCSL7vc1mFVbc] [1WVwXqGqVItXy04xH49bsx0HPvk] Noam Elfanbaum Software developer @dagger_io has replaced a combination of dockerfiles, docker-compose, and makefiles/bash scripts for me, making it easier to run CI tests locally and in GitHub actions. Great work @solomonstre! [Nbu0frbOu5uvdqWFVfIUkY3Rdo] verdverm Unexpected surprise using @dagger_io Cloud... If you export your key from your local development environment, then all of your local build results are side-by-side with your CI build results. It's pretty great being able to recall why something failed locally and then share it [Kg660i1sjVno5NnpZvApU5XnU] Vincent Behar Developer I just wrote my 1st @dagger_io modules https://github.com/vbehar/ daggerverse... and the experience is really nice, thanks to the Dagger CLI. Good job guys! [2oTyZbTVT50hMW9OXNC6qDu2EWQ] [1qmryxv1LuGOvL4DKDmjGxVN0k] Mike Elsmore Developer @dr4goonis talking about stuff, @dagger_io, and CI/CD at @PHPUKConference Warning! Live demos! #phpuk24 [QOPaUKIt2oh9ljOvYwQhIuL7M] [Syvuf4iASXapVxhYdHcR8Fm0] Romaric Philogene CEO @Qovery_ - Internal Developer Platform [?] | Love to solve engineering problems | Rust , Kotlin, Go, Python, Java My latest issue on why I believe @dagger_io could be the future of CI/CD for Engineering and Platform Engineering teams https://romaricphilogene.substack.com/p/ platform-tips-18-dagger-the-future #platformengineering #cicd #devops #dagger [w1GjZDecpKWfu31JGYXRbX4eKWg] Batuhan Apaydin I am very happy to share with you a great development today!! Dagger we have established our Istanbul Meetup group as of now! [?] One of Dagger Solomon Hykes' newest innovations is to develop a programmable CI/CD engine. Dagger is a tool that allows you to develop your CI/CD processes with your favorite programming language that you use to develop your software, and to run your CI/CD steps in containers, eliminating remote engine dependency and advancing all your processes in your local environment. The main purpose of this group will be to raise awareness about the Dagger project and to talk about the benefits of this tool for us, you are all invited! https://lnkd.in/dMNjdBDP #dagger #daggercommunity #daggeristanbul [PwhJ5MqWFDAkfRkf6holG6TkOpA] Build workflows that build software. Get Started [X9VAM59S6AWRO53wWPvoeICn8vM] Build workflows that build software. Get Started [X9VAM59S6AWRO53wWPvoeICn8vM] Build workflows that build software. Get Started [X9VAM59S6AWRO53wWPvoeICn8vM] Build workflows that build software. 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