Kestra

Kestra is only useful if people know how to use it! But taking a step back, what even is an orchestrator and why would anyone need one? 💡 When I worked at the MLH Fellowship, I had a bunch of Python scripts processing data multiple times a day. I needed a way to automate this so I resorted to just running it on a cron job because I didn't know any better! 🤯 While this worked, it was a hassle to manage, and difficult to track errors. And it's not just me, I see plenty of people who describe the same situation I was in - needing something to help them automate processes. ⚙️ This week, we released a couple of videos helping to bridge this gap and help more people understand when an orchestrator might be the right fit for them! Check them out in the comments! 👇

Kestra is only useful if people know how to use it! But taking a step back, what even is an orchestrator and why would anyone need one? 💡 When I worked at the MLH Fellowship, I had a bunch of Python scripts processing data multiple times a day. I needed a way to automate this so I resorted to just running it on a cron job because I didn't know any better! 🤯 While this worked, it was a hassle to manage, and difficult to track errors. And it's not just me, I see plenty of people who describe the same situation I was in - needing something to help them automate processes. ⚙️ This week, we released a couple of videos helping to bridge this gap and help more people understand when an orchestrator might be the right fit for them! Check them out in the comments! 👇

CI/CD PIPELINES: AUTOMATION VS ORCHESTRATION Are you struggling to manage complex workflows by trying multiple CI/CD tools? 🤔 I recently explored how Kestra can be the game-changer for your orchestration needs compared to traditional CI/CD systems like Jenkins, GitLab CI, and GitHub Actions. 📊 While CI/CD tools are great for executing tasks, Kestra can handle complex workflows more efficiently, connecting multiple services and dependencies seamlessly. 🌐 Also, Kestra's language-agnostic workflows and its scalability make it stand out as a versatile orchestration solution for both cloud and hybrid environments. Check out the full breakdown and discover how Kestra can simplify your CI/CD process through orchestration: 👇 https://lnkd.in/dTt2f7BM

When should you choose an orchestrator over a CI/CD solution? CI/CD tools automate builds, tests, and deployments—ideal for pushing code into production. But when you need to manage more complex, cross-environment workflows or real-time event, a pure CI/CD tool often hits its limits. An orchestrator not only complements CI/CD but goes further by providing event-based triggers, integration with diverse cloud services, and powerful error-handling features. Check out our latest article and see when it makes sense to level up with orchestration: https://lnkd.in/eGCvSXeU

One of the benefits of declarative orchestration is how much easier it is to run tasks conditionally. No more complex branching logic; add 1 line of code to your task, and you're done! ✅ #declarative #opensource #workflow #orchestration #automation

It's official! Kestra has hit 10,000 stars on GitHub! 🚀 Thank you All 🙏 An incredible 3,000 stars in just 3 weeks, highlighting the exponential growth in the adoption of our orchestration platform. Kestra is redefining what an orchestrator should be in today's world, where data is more diverse and complex than ever. With the explosion of specialized automation tools across data, infrastructure, and business processes, the need for a universal orchestration solution is critical. Kestra answers that need by uniting all orchestration use cases under one cohesive platform, eliminating the inefficiency and complexity of managing multiple fragmented tools. What our clients say about Kestra is how it dramatically reduces the time to value. With declarative orchestration, Kestra simplifies workflow definitions, making orchestration accessible to a wider range of technical users, regardless of their expertise. This streamlined approach lowers costs, speeds up development, and reduces the complexity of managing systems at scale. In short, Kestra is about making orchestration simpler, more efficient, and infinitely scalable, allowing you to focus on what really matters: accelerating impact, faster. A massive thank you to our incredible community for your ongoing support, and immense gratitude to the entire team that made this achievement possible! ❤️ Anna, Ludovic, Yann, Loïc, Brian, Nicolas, Benoit, Florian, David, Will, Paul, Stefan, Antoine, Mathieu, Martin-Pierre, Milos, Cyril and many more!

I just made my first contribution to open source by getting my PR merged into the Kestra project! Kestra #OpenSource #Hacktoberfest”

🤖 Using AI in Your Workflows Doesn’t Have to Be Complicated! 🤖 With Kestra and Hugging Face , you can power up your workflows by making simple HTTP requests to access pre-trained AI models. Need to analyze sentiment, translate languages, or classify data? Kestra makes it easy to connect with Hugging Face models directly. Curious to see it in action? Check out how we integrate Hugging Face into Kestra! Link in comment!

Looking to host Kestra on the #Cloud? Our integration in Clever Cloud simplifies deployment and allows Kestra to run easily and reliably on Clever Cloud.

We love this great post from Kestra that walks you through how to integrate CloudQuery with Kestra for production-ready ELT workflows. Huge thanks to the Kestra team for their amazing work enabling streamlined automation with CloudQuery! 🌟