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As Kubernetes workloads grow in complexity, ensuring optimal resource utilization while maintaining performance becomes a significant challenge. Over-provisioning leads to wasted costs, while under-provisioning can degrade application performance. StormForge offers a machine learning-driven approach to automate workload rightsizing, helping teams strike the perfect balance between cost and performance. This article...
Published on: January 06, 2025 | Source:submitted by /u/Independent-Golf-754 [link] [comments]
Published on: January 06, 2025 | Source:submitted by /u/goto-con [link] [comments]
Published on: January 06, 2025 | Source:When it comes to automating front-end tests, choosing the ideal programming language becomes extremely crucial. Python is one such language that tops the list, owing to ease of use and extensive community support. Moreover, Python automation testing lets you harness the capabilities offered by popular libraries and frameworks like Selenium, pytest, and Robot, amongst others. Using Selenium with Python helps in making...
Published on: January 06, 2025 | Source:submitted by /u/ChrisRR [link] [comments]
Published on: January 06, 2025 | Source:In today's microservices and event-driven architecture, Apache Kafka is the de facto for streaming applications. However, setting up Kafka for local development in conjunction with your Spring Boot application can be tricky, especially when configuring it to run locally. Spring Boot application provides support for Kafka integration through the spring-kafka maven package. To work with spring-kafka, we need to connect...
Published on: January 06, 2025 | Source:Welcome to 2025! As we enter this new year, it's the perfect time to expand your software architecture skills. Software architecture is a critical skill for developers, not just for those who aspire to become architects. Understanding the principles and practices of software architecture empowers developers to design scalable, maintainable, and adaptable systems. Learning software architecture is not just about taking...
Published on: January 06, 2025 | Source:A data fabric is a system that links and arranges data from many sources so that it is simple to locate, utilize, and distribute. It connects everything like a network, guaranteeing that our data is constantly available, safe, and prepared for use.Assume that our data is spread across several "containers" (such as databases, cloud storage, or applications). A data fabric acts like a network of roads and pathways that...
Published on: January 06, 2025 | Source:Large language models (LLMs) have drastically advanced natural language processing (NLP) by learning complex language patterns from vast datasets. Yet, when these models are combined with structured knowledge graphs β databases designed to represent relationships between entities β challenges arise. Knowledge graphs can be incredibly useful in providing structured knowledge that enhances an LLM's understanding of...
Published on: January 06, 2025 | Source:In the fast-moving world of Agile development, keeping track of code can become a challenge. Agile thrives on quick iterations, flexibility, and collaboration, but none of that works without proper version control. Think of version control as the backbone of any Agile project, keeping everything organized and allowing teams to work in parallel without running into problems. When done right, it enables teams to maintain...
Published on: January 06, 2025 | Source:submitted by /u/loup-vaillant [link] [comments]
Published on: January 06, 2025 | Source:The rise of agentic AI has fueled excitement around agents that autonomously perform tasks, make recommendations, and execute complex workflows blending AI with traditional computing. But creating such agents in real-world, product-driven environments presents challenges that go beyond the AI itself. Without careful architecture, dependencies between components can create bottlenecks, limit scalability, and complicate...
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Published on: January 05, 2025 | Source:Hi everyone, Iβve been working on a POSIX-compatible shell thatβs built to be generative. Besides standard shell functionality, it can use an LLM either on your local machine or through a remote API to suggest, explain, and run shell commands, or even make code changes for you. Itβs been my daily driver for a while now and I think itβs in a state thatβs ready to share and get feedback so I can make it more useful....
Published on: January 05, 2025 | Source: