Kubeflow’s Post

Rudol analyses your Asset’s lineage, and suggests to replicate Validations downstream, to ensure consistency on the entire #dataLifecycle. Want to apply massive Quality for your stack? Try with us! at rudol.ai

Rudol analyses your Asset’s lineage, and suggests to replicate Validations downstream, to ensure consistency on the entire #dataLifecycle. Want to apply massive Quality for your stack? Try with us! at rudol.ai

"In the construction industry, AI is increasingly being used to analyze vast amounts of data, from sensor readings on construction equipment to environmental data that impacts project timelines." —John Lim, Chief Digital Officer at GAMUDA To power these AI-driven insights, GAMUDA, a global leader in engineering and construction, turned to MongoDB Atlas for its scalability and ease of use. In this fireside chat, learn how Gamuda modernized its tech stack with MongoDB—enabling AI-powered platforms to optimize resource allocation, predictive maintenance, and more. 🏗️ https://lnkd.in/gtJQswkP

Starting a new series of Quik-Tech-Talk, about science, philosophy and how they apply to technology. This one is about how much cloud infra, BI and AI have more in common than we usually recognize. And some of the more fundemantal laws driving them 😉 #Cloud #AI #BI #Technology #Science #Philosophy

What a great write-up by Bruce Gain, industry analyst and expert, in this post! Brilliantly said: "#Kloudfuse is setting up a challenge to the dominance of #Datadog, #Grafana, and other platforms." Check out the full article here: https://lnkd.in/g_rJGpRE #Observability #Kloudfuse #DevOps #AIOps

Istio Ambient Mesh and Solo.io That’s a great episode by Idit Levine from solo.io about the networking challenges in Kubernetes, zero trust networking and in particular - multi cluster scenarios: https://lnkd.in/d62dj3Xm How she puts it in the episode: “The CAKES stack - any connection, any direction, one API.” Ambient with ztunnel seems the way to go nowadays to reduce the operationalization toil and day-2 ops burden typically associated with service meshes. What’s also interesting is the Solo academy which democratizes the cloud-native networking knowledge and making it more accessible. An interesting talk, hope you enjoy it ;-)! #istio #servicemesh

Very informative video of how you can use LangGraph to create complex AI workflows without all of the plumbing, so to say. #genai #aws #bedrock #sagemaker https://lnkd.in/eHJKgFWH

Ready-made solutions, real-time impact Last Friday, we met with Simon Gottschlag from Co-native, who demonstrated some of Azure’s ready-made solutions. At Factoringgruppen, we already use several of these Azure services, and integrating them into our operations has increased the speed of handling customer cases. We discussed various strategies and brainstormed ideas to further enrich our tech stack with Azure AI products. While there are numerous ready-to-use cases, one challenge lies in scoping projects that won’t risk being replaced by a ready-made solution in a month. Thus, you need to calculate the risks of being innovative versus waiting for ready solutions. One key topic was RAG, emphasizing the importance of having a robust strategy for it. Implementing RAG effectively can drastically enhance the ability to manage and use extensive amounts of data, providing more accurate and context-aware outputs. A big thank you to Simon and Co-native for the valuable insights and inspiring brainstorming session! 🙌🏻

While exploring ideas in the security space, I needed a task automation framework to orchestrate API workloads with LLM-based data processing. Finding no suitable open-source options, I developed and published PlanAI last week. Key features of PlanAI: • Data flow oriented graph structure • Strong typing via Pydantic • Integration of traditional compute and LLM nodes • Input provenance for comprehensive data tracking • Support for worker caching and data joins • Built-in dashboard for monitoring progress and errors PlanAI's computation is defined by its graph structure, allowing for deterministic reasoning even with cycles and complex interactions between workers. Learn more: https://getplanai.com/ GitHub: https://lnkd.in/g7TvTUs2 Feedback welcome. #OpenSource #TaskAutomation #AI #WorkflowAutomation #SoftwareEngineering

Now available: "Solving Cloud-Native Complexity with AIOps for Observability". Featuring BMC’s Stela Udovicic, and Yaron Front, this webinar highlights the intersection of AIOps and observability in the context of cloud-native environments. Watch the full webinar now 👇