Blogs - Programming
Kubernetes Blog
- Kubernetes v1.35: Timbernetes (The World Tree Release) 2025-12-17Editors: Aakanksha Bhende, Arujjwal Negi, Chad M. Crowell, Graziano Casto, Swathi Rao Similar to previous releases, the release of Kubernetes v1.35 introduces new stable, beta, and alpha features. The consistent delivery of high-quality releases underscores the strength of our development cycle and the vibrant support from our community. This release consists of 60 enhancements, including […]
- Kubernetes v1.35 Sneak Peek 2025-11-26As the release of Kubernetes v1.35 approaches, the Kubernetes project continues to evolve. Features may be deprecated, removed, or replaced to improve the project's overall health. This blog post outlines planned changes for the v1.35 release that the release team believes you should be aware of to ensure the continued smooth operation of your Kubernetes […]
- Kubernetes Configuration Good Practices 2025-11-25Configuration is one of those things in Kubernetes that seems small until it's not. Configuration is at the heart of every Kubernetes workload. A missing quote, a wrong API version or a misplaced YAML indent can ruin your entire deploy. This blog brings together tried-and-tested configuration best practices. The small habits that make your Kubernetes […]
- Ingress NGINX Retirement: What You Need to Know 2025-11-11To prioritize the safety and security of the ecosystem, Kubernetes SIG Network and the Security Response Committee are announcing the upcoming retirement of Ingress NGINX. Best-effort maintenance will continue until March 2026. Afterward, there will be no further releases, no bugfixes, and no updates to resolve any security vulnerabilities that may be discovered. Existing deployments […]
- Announcing the 2025 Steering Committee Election Results 2025-11-09The 2025 Steering Committee Election is now complete. The Kubernetes Steering Committee consists of 7 seats, 4 of which were up for election in 2025. Incoming committee members serve a term of 2 years, and all members are elected by the Kubernetes Community. The Steering Committee oversees the governance of the entire Kubernetes project. With […]
- Gateway API 1.4: New Features 2025-11-06Ready to rock your Kubernetes networking? The Kubernetes SIG Network community presented the General Availability (GA) release of Gateway API (v1.4.0)! Released on October 6, 2025, version 1.4.0 reinforces the path for modern, expressive, and extensible service networking in Kubernetes. Gateway API v1.4.0 brings three new features to the Standard channel (Gateway API's GA release […]
- 7 Common Kubernetes Pitfalls (and How I Learned to Avoid Them) 2025-10-20It’s no secret that Kubernetes can be both powerful and frustrating at times. When I first started dabbling with container orchestration, I made more than my fair share of mistakes enough to compile a whole list of pitfalls. In this post, I want to walk through seven big gotchas I’ve encountered (or seen others run […]
- Spotlight on Policy Working Group 2025-10-18(Note: The Policy Working Group has completed its mission and is no longer active. This article reflects its work, accomplishments, and insights into how a working group operates.) In the complex world of Kubernetes, policies play a crucial role in managing and securing clusters. But have you ever wondered how these policies are developed, implemented, […]
- Introducing Headlamp Plugin for Karpenter - Scaling and Visibility 2025-10-06Headlamp is an open‑source, extensible Kubernetes SIG UI project designed to let you explore, manage, and debug cluster resources. Karpenter is a Kubernetes Autoscaling SIG node provisioning project that helps clusters scale quickly and efficiently. It launches new nodes in seconds, selects appropriate instance types for workloads, and manages the full node lifecycle, including scale-down. […]
- Announcing Changed Block Tracking API support (alpha) 2025-09-25We're excited to announce the alpha support for a changed block tracking mechanism. This enhances the Kubernetes storage ecosystem by providing an efficient way for CSI storage drivers to identify changed blocks in PersistentVolume snapshots. With a driver that can use the feature, you could benefit from faster and more resource-efficient backup operations. If you're […]
- Kubernetes v1.34: Pod Level Resources Graduated to Beta 2025-09-22On behalf of the Kubernetes community, I am thrilled to announce that the Pod Level Resources feature has graduated to Beta in the Kubernetes v1.34 release and is enabled by default! This significant milestone introduces a new layer of flexibility for defining and managing resource allocation for your Pods. This flexibility stems from the ability […]
- Kubernetes v1.34: Recovery From Volume Expansion Failure (GA) 2025-09-19Have you ever made a typo when expanding your persistent volumes in Kubernetes? Meant to specify 2TB but specified 20TiB? This seemingly innocuous problem was kinda hard to fix - and took the project almost 5 years to fix. Automated recovery from storage expansion has been around for a while in beta; however, with the […]
- Kubernetes v1.34: DRA Consumable Capacity 2025-09-18Dynamic Resource Allocation (DRA) is a Kubernetes API for managing scarce resources across Pods and containers. It enables flexible resource requests, going beyond simply allocating N number of devices to support more granular usage scenarios. With DRA, users can request specific types of devices based on their attributes, define custom configurations tailored to their workloads, […]
- Kubernetes v1.34: Pods Report DRA Resource Health 2025-09-17The rise of AI/ML and other high-performance workloads has made specialized hardware like GPUs, TPUs, and FPGAs a critical component of many Kubernetes clusters. However, as discussed in a previous blog post about navigating failures in Pods with devices, when this hardware fails, it can be difficult to diagnose, leading to significant downtime. With the […]
- Kubernetes v1.34: Moving Volume Group Snapshots to v1beta2 2025-09-16Volume group snapshots were introduced as an Alpha feature with the Kubernetes 1.27 release and moved to Beta in the Kubernetes 1.32 release. The recent release of Kubernetes v1.34 moved that support to a second beta. The support for volume group snapshots relies on a set of extension APIs for group snapshots. These APIs allow […]
- Kubernetes v1.34: Decoupled Taint Manager Is Now Stable 2025-09-15This enhancement separates the responsibility of managing node lifecycle and pod eviction into two distinct components. Previously, the node lifecycle controller handled both marking nodes as unhealthy with NoExecute taints and evicting pods from them. Now, a dedicated taint eviction controller manages the eviction process, while the node lifecycle controller focuses solely on applying taints. […]
- Kubernetes v1.34: Autoconfiguration for Node Cgroup Driver Goes GA 2025-09-12Historically, configuring the correct cgroup driver has been a pain point for users running new Kubernetes clusters. On Linux systems, there are two different cgroup drivers: cgroupfs and systemd. In the past, both the kubelet and CRI implementation (like CRI-O or containerd) needed to be configured to use the same cgroup driver, or else the […]
- Kubernetes v1.34: Mutable CSI Node Allocatable Graduates to Beta 2025-09-11The functionality for CSI drivers to update information about attachable volume count on the nodes, first introduced as Alpha in Kubernetes v1.33, has graduated to Beta in the Kubernetes v1.34 release! This marks a significant milestone in enhancing the accuracy of stateful pod scheduling by reducing failures due to outdated attachable volume capacity information. Background […]
- Kubernetes v1.34: Use An Init Container To Define App Environment Variables 2025-09-10Kubernetes typically uses ConfigMaps and Secrets to set environment variables, which introduces additional API calls and complexity, For example, you need to separately manage the Pods of your workloads and their configurations, while ensuring orderly updates for both the configurations and the workload Pods. Alternatively, you might be using a vendor-supplied container that requires environment […]
- Kubernetes v1.34: Snapshottable API server cache 2025-09-09For years, the Kubernetes community has been on a mission to improve the stability and performance predictability of the API server. A major focus of this effort has been taming list requests, which have historically been a primary source of high memory usage and heavy load on the etcd datastore. With each release, we've chipped […]
Stack Abuse
- Graph RAG: Elevating AI with Dynamic Knowledge Graphs 2025-11-13Introduction In the rapidly evolving landscape of Artificial Intelligence, Retrieval-Augmented Generation (RAG) has emerged as a pivotal technique for enhancing the factual accuracy and relevance of Large Language Models (LLMs). By enabling LLMs to retrieve information from external knowledge bases before generating responses, RAG mitigates common issues such as hallucinationNitij Taneja
- Federated Learning Explained: Collaborative AI Without Data Sharing 2025-09-08Introduction In an era where data privacy is paramount and artificial intelligence continues to advance at an unprecedented pace, Federated Learning (FL) has emerged as a revolutionary paradigm. This innovative approach allows multiple entities to collaboratively train a shared prediction model without exchanging their raw data. Imagine scenarios where hospitalsNitij Taneja
- OTP Authentication in Laravel & Vue.js for Secure Transactions 2025-04-20Introduction In today’s digital world, security is paramount, especially when dealing with sensitive data like user authentication and financial transactions. One of the most effective ways to enhance security is by implementing One-Time Password (OTP) authentication. This article explores how to implement OTP authentication in a Laravel backend withOjekudo Oghenemaro Emmanuel
- Securing Your Email Sending With Python: Authentication and Encryption 2024-09-19Email encryption and authentication are modern security techniques that you can use to protect your emails and their content from unauthorized access. Everyone, from individuals to business owners, uses emails for official communication, which may contain sensitive information. Therefore, securing emails is important, especially when cyberattacks like phishing, smishing, etc.Ivan Djuric
- Using Proxies in Web Scraping – All You Need to Know 2024-09-12Introduction Web scraping typically refers to an automated process of collecting data from websites. On a high level, you're essentially making a bot that visits a website, detects the data you're interested in, and then stores it into some appropriate data structure, so you can easily analyze and access itLeonardo Rodriguez
- Building Custom Email Templates with HTML and CSS in Python 2024-08-20An HTML email utilizes HTML code for presentation. Its design is heavy and looks like a modern web page, rich with visual elements like images, videos, etc., to emphasize different parts of an email's content. Building email templates tailored to your brand is useful for various email marketing purposes suchIvan Djuric
- Changelog 2024-08-17August 2024 August 16, 2024: Added Changelog page. Added feedback modal to tool pages. August 14, 2024: Auto-save tool settings in local storage. August 13, 2024: Fixed logic for displaying login/signup buttons in nav. Added captcha to newsletter signup. August 2, 2024: Added LD+JSON schema markup for tools.Scott Robinson
- Gracefully Handling Third Party API Failures 2024-06-13Software isn't what it used to be. That's not necessarily a bad thing, but it does come with its own set of challenges. In the past, if you wanted to build a feature, you'd have to build it from scratch, without AI 😱 Fast forward from the dark ages of justScott Robinson
- Simplify Regular Expressions with RegExpBuilderJS 2024-06-06Regular expressions are on of the most powerful tools in a developer's toolkit. But let's be honest, regex kind of sucks to write. Not only is it hard to write, but it's also hard to read and debug too. So how can we make it easier to use? In itsScott Robinson
- Guide to Strings in Python 2024-01-25A string in Python is a sequence of characters. These characters can be letters, numbers, symbols, or whitespace, and they are enclosed within quotes. Python supports both single (' ') and double (" ") quotes to define a string, providing flexibility based on the coder's preference or specific requirements of the application.Dimitrije Stamenic
- Behind the Scenes: Never Trust User Input 2023-12-14This article is the first in a series of posts I'm writing about running various SaaS products and websites for the last 8 years. I'll be sharing some of the issues I've dealt with, lessons I've learned, mistakes I've made, and maybe a few things that went right. Let meScott Robinson
- Guide to Heaps in Python 2023-11-15Explore the intricacies of heaps, a tree-based data structure adept at maintaining order and hierarchy. Dive into Python's' heapq module, offering a rich set of functionalities for managing dynamic data sets where priority elements are frequently accessed. Learn how heaps stand out in the world of data structures and their seamless integration in Python.Dimitrije Stamenic
- Guide to Hash Tables in Python 2023-11-09While Python doesn't have a built-in data structure explicitly called a "hash table", it provides the dictionary, which is a form of a hash table. Python dictionaries are unordered collections of key-value pairs, where the key is unique and holds a corresponding value. Thanks to a process known as "hashing"Dimitrije Stamenic
- Guide to Queues in Python 2023-11-08From storing simple integers to managing complex workflows, data structures lay the groundwork for robust applications. Among them, the queue often emerges as both intriguing and ubiquitous. Think about it - a line at the bank, waiting for your turn at a fast-food counter, or buffering tasks in a computerDimitrije Stamenic
- Guide to Stacks in Python 2023-11-02At its core, a stack is a linear data structure that follows the LIFO (Last In First Out) principle. Think of it as a stack of plates in a cafeteria; you only take the plate that's on top, and when placing a new plate, it goes to the top ofDimitrije Stamenic
Syncfusion Blogs
- Build a Compact Restaurant Dashboard in .NET MAUI with Spark Charts and Radial Gauge 2025-12-17Struggling to manage multiple restaurant metrics on small screens? Learn how the .NET MAUI Toolkit Spark Charts transform cluttered dashboards into clear, actionable insights.Saiyath Ali Fathima M
- Essential Studio 2025 Volume 4: What’s New in PDF Viewer and DOCX Editor SDKs 2025-12-17Explore what’s new in Syncfusion PDF Viewer and DOCX Editor SDKs in 2025 Volume 4. Learn about permanent redaction, page organization, annotation collaboration, asynchronous DOCX loading, smarter spell-check, and Visual Studio extensions for faster document app development.Deepa Thiruppathy
- Essential Studio 2025 Volume 4: What’s New in PDF, Word, Excel & PowerPoint Libraries 2025-12-16Discover the latest features in Syncfusion Document SDK 2025 Volume 4, including powerful Document Processing capabilities such as the JavaScript PDF Library, enhanced OCR, and significant updates for Word, Excel, and PowerPoint.Sumathi Uthayakumar
- Syncfusion Essential Studio 2025 Volume 4: Key Updates for Developers 2025-12-16Discover what’s new in Essential Studio 2025 Volume 4: New AI-powered smart components, new UI controls, JavaScript PDF library and major performance upgrades for next-gen apps.Calvince Moth
- AI-Powered Word Document Summarizer in C# With OpenAI GPT 2025-12-15Learn how to build an AI-powered Word document summarizer in C# using OpenAI GPT. Automate document processing and generate concise summaries programmatically.Mathan Kumar Varadharaja
- Build Blazing-Fast Financial Dashboards in Blazor: Unlock Insights from Raw Data [Webinar Show Notes] 2025-12-15Learn how to build high-performance financial dashboards in Blazor using .NET 9 and Syncfusion UI components. Includes KPIs, Pivot Table, charts, and DataGrid with best practices.Carter Harris
- Streamline PDF Navigation with the Modern Panel in Blazor PDF Viewer 2025-12-12Learn how to enable the Modern Panel in Blazor PDF Viewer to streamline navigation with bookmarks and thumbnails, manage annotation comments, and view or manage embedded file attachments.Parthipan R
- How to Deploy a Spreadsheet Server on Azure App Service Using Visual Studio and Docker 2025-12-11Learn how to deploy a spreadsheet server on Azure App Service using ASP.NET Core and Docker for scalable, cloud-based spreadsheet processing.Parthasarathy Ranjan
- How to Prevent XSS Attacks in React Rich Text Editor 2025-12-11Learn how to Prevent XSS attacks in React Rich Text Editor by using HTML sanitization and DOMPurify for secure, safe content rendering.Thangavel E