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#General #Development #Mobile Development #Cloud & DevOps #Cybersecurity & Privacy #AI & Data Science #Hardware & Gadgets #Design & UXAI Transformation Déjà Vu
TL;DR: AI Transformation Failures Organizations seem to fail their AI transformation using the same patterns that killed their Agile transformations: Performing demos instead of solving problems, buying tools before identifying needs, celebrating pilots that can’t scale, and measuring activity instead of outcomes. These aren’t technology failures; they are organizational patterns of performing change instead of...
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Getting Backstage in front of a shifting dev experience
Ryan welcomes Pia Nilsson, GM for Backstage and head of developer experience at Spotify, to discuss the evolution and adoption of Backstage, the impact of AI on dev experience, and how Spotify approaches platform engineering and standardization to help teams solve for specific needs.
Flight Recorder in Go 1.25
Go 1.25 introduces a new tool in the diagnostic toolbox, flight recording.
Implementing Vector Search in Databricks
Search has always been at the heart of analytics. Whether you’re tracking down the right transaction, filtering a customer record, or pulling a specific review, the default approach has traditionally been keyword search. Keyword search is simple and effective when you know exactly what you’re looking for, but it quickly falls apart when the language is messy, ambiguous, or when meaning matters more than exact words....
The GPT-5 Impact
ChatGPT happened. A host of models happened. Improvements continue to come out at an accelerated pace. The focus of this small article is to see if we can keep pace with our designs and remain both efficient and relevant to the latest and greatest. I don't have a host of Elo benchmarks and ratings to evaluate these models. All I have is a small design for solving Math and Science problems that has generally kept me...
Building beyond the browser: Keeley Hammond on Electron, open source, and the future of maintainership
Learn what it really takes to sustain one of the web’s most widely used frameworks on this episode of the GitHub Podcast. The post Building beyond the browser: Keeley Hammond on Electron, open source, and the future of maintainership appeared first on The GitHub Blog.
Boosting Developer Productivity in Kubernetes-Driven Workflows: A Practical Checklist
Editor's Note: The following is an article written for and published inDZone's 2025 Trend Report,Kubernetes in the Enterprise: Optimizing the Scale, Speed, and Intelligence of Cloud Operations. Kubernetes has become the backbone of application deployment. Its flexibility and scalability are long-time proven, but its adoption by developers can still be a challenge. The misuse of Kubernetes configuration, through the...
AI-Powered Triathlon Coaching: Building a Modern Training Assistant With Claude and Garmin
The Triathlon Training Challenge Triathlon is arguably one of the most complex sports to train for. Unlike single-discipline sports, triathletes must master three distinct activities — swimming, cycling, and running — while managing the intricate balance between them. The challenge isn’t just about getting better at each sport; it’s about understanding how training in one affects the others, managing fatigue across...
The Design System Team: Goals, Pains, and Successes
A design system is a collection of reusable components, guidelines, patterns, and best practices (including accessibility and responsiveness) that help a company build consistent and efficient user interfaces. It provides the building blocks to create a cohesive user experience across your product or products and platforms. Multiple disciplines are involved: design, front-end engineering, product management, and more....
Build an Enterprise-Grade AI Project
You’ve built toy projects. Now build something real. We've just launched a new course on the freeCodeCamp.org YouTube channel that will teach you how to build a production-grade AI project from the ground up. Created by the Ayush Singh, this course i...
AWS Glue Crawlers: Common Pitfalls, Schema Challenges, and Best Practices
AWS Glue is a powerful serverless data integration that simplifies data discovery, preparation, and transformation. However, as with any tool, real-world application reveals quirks and corner cases that are not clearly identified in documentation. In this article, let's talk about some key challenges observed from my hands-on experience while building data pipelines using Glue crawlers when dealing with CSV files,...
Digital Experience Monitoring and Endpoint Posture Checks Usage in SASE
In this article, I will go through the concepts of digital experience monitoring (DEM) and Endpoint Posture Checks and discuss how these essential capabilities are integrated into the SASE framework to enforce the zero trust principle. Together, these capabilities empower enterprises’ security and IT teams to maintain optimal performance, a strong security posture, and trust, regardless of where users connect. Digital...
Is Anyone There? Listening to Your Users Through Conversational AI Observability
You’ve done it. After months of development, your team has launched a state-of-the-art conversational AI assistant. It’s powered by the latest LLM, the interface is slick, and the potential is enormous. Then the first piece of user feedback lands in your inbox. It just says: "The bot is confusing."
Lessons Learned From Building Production-Scale Data Conversion Pipelines
Building production-scale data pipelines usually involves wrangling outputs from multiple legacy systems. Whether you’re trying to build out business intelligence use cases, handle a system migration, or lay the foundations for a new data warehouse, chances are high that you’ll have to normalize and integrate the outputs of multiple systems that were never designed to talk to one another. Recently, we built a...
Parallel Streaming Pattern in Go: How to Scan Large S3 or GCS Buckets Significantly Faster
submitted by /u/destel116 [link] [comments]
GitHub Copilot gets smarter at finding your code: Inside our new embedding model
Learn about a new Copilot embedding model that makes code search in VS Code faster, lighter on memory, and far more accurate. The post GitHub Copilot gets smarter at finding your code: Inside our new embedding model appeared first on The GitHub Blog.
How to Publish an npm Package - Explained with Examples
If you’ve spent any time working with JavaScript, you’ve most likely come across npm—whether installing packages like Express, Lodash, or React, or running commands like npm init. While using npm is second nature for many JavaScript developers, some ...
How to Implement Dependency Injection in Go - Explained with Code Examples
Regardless of their initial size or scope, projects tend to grow in complexity over time. As new features are added and requirements evolve, the number of components and the connections between them multiply. Services, handlers, repositories, externa...
How to Fix Memory Leaks in React Applications
Have you ever noticed your React application getting slower the longer you use it? This could be a result of memory leaks. Memory leaks are a common performance issue in React applications. They can slow down your application, crash your browser, and...
What Does a Creative Technologist Do?
On paper, I studied computer science. However, most of my passions were artistic: writing, storytelling, and content creation. Over time, I found myself blending both worlds without recognizing it. Then I came across the term Creative Technologist an...
Death by a Thousand YAMLs: Surviving Kubernetes Tool Sprawl
Editor's Note: The following is an article written for and published inDZone's 2025 Trend Report,Kubernetes in the Enterprise: Optimizing the Scale, Speed, and Intelligence of Cloud Operations. Kubernetes is eating the world.
The New API Economy With LLMs
Large language models (LLMs) are becoming more advanced in understanding context in natural language. With this, a new paradigm is emerging — using LLMs as APIs. Traditionally, an API call would be GET /users/123/orders and you would receive a JSON in return, which would return the orders for the user 123. APIs facilitate the interaction between different software systems.
Using AI to map hope for refugees with UNHCR, the UN Refugee Agency
With the help of GitHub, UNHCR turned drone imagery into maps — helping refugees in Kakuma and Kalobeyei build sustainable, powered communities. The post Using AI to map hope for refugees with UNHCR, the UN Refugee Agency appeared first on The GitHub Blog.
Key Principles of API-First Development for SaaS
Having worked in software development for over 8 years, I have repeatedly watched developers struggle to integrate APIs into platforms as an afterthought. The situation is common. Someone builds a beautiful web app, then the business team asks for mobile support, third-party integrations, and suddenly you're reverse-engineering your own application to expose endpoints that make sense. Luckily, this is changing. With...
Using TanStack Query for Scalable React Applications
When building React applications, data fetching often starts with the native fetch API or tools like Axios. While this approach works for small projects, larger applications require features such as caching, retries, synchronization, and request cancellation, and it is here that TanStack Query, formerly React Query, excels.It provides a battle-tested abstraction for CRUD operations with powerful state management built...
Scaling WhatsApp OTP delivery with Laravel + Redis (what we learned building CrunchzApp)
Hey folks, Over the last few months I’ve been building CrunchzApp, a SaaS platform for sending WhatsApp OTPs and notifications at scale. Instead of pitching, I thought I’d share some of the technical challenges we ran into and how we solved them might be useful for others tackling queue-heavy or API-reliant systems. Stack: Laravel 12, InertiaJS React, MariaDB, Redis, Horizon. Challenges & solutions: Scaling message...
The history and future of software development (part 1)
Even if we go back just a few years, software engineering looked a bit different. But what if we go back 20 years? How about 70? Would we even be able to recognize the way software was being built back then?
Resilient Data Pipelines in GCP: Handling Failures and Latency in Distributed Systems
I have spent years designing and operating data pipelines in Google Cloud, and one thing has not changed: resilience is not optional. It does not matter how nice your design diagrams look or how scalable the architecture is. In practice, nodes die, quotas are exhausted, regions are shaded, schemas alter unannounced, and message queues are clogged up at the most unpredictable moments. The main distinction between a...
From Abuse to Alignment: Why We Need Sustainable Open Source Infrastructure
submitted by /u/One_Being7941 [link] [comments]
Why I Ditched Redis for Cloudflare Durable Objects in My Rate Limiter
Have you ever watched your serverless application crumble under unexpected traffic? Last month, our AI-powered image generator went viral on social media, and within hours, we were drowning in requests. Our traditional rate-limiting setup couldn't keep up with the distributed load across Cloudflare's edge network. This experience taught me that rate limiting in serverless environments requires a fundamentally different...
Shipping Responsible AI Without Slowing Down
In software engineering, launch day rarely fails because a unit test was missing; in machine learning (ML), that’s not the case. Inputs far from training data, adversarial prompts, proxies that drift away from human goals, or an upstream artefact that isn’t what it claims to be can all sink a release. The question is not “can every failure be prevented?” but “can failures be bounded, detected quickly, and recovered...
Top 7 Mistakes When Testing JavaFX Applications
JavaFX is a versatile tool for creating rich enterprise-grade GUI applications. Testing these applications is an integral part of the development lifecycle. However, Internet sources are very scarce when it comes to defining best practices and guidelines for testing JavaFX apps. Therefore, developers must rely on commercial offerings for JavaFX testing services or write their test suites following trial-and-error...
Exploring defer in C with GCC magic (cleanup + nested functions)
Small blog post exploring a defer implementation using GCC’s cleanup + nested functions, looking at the generated assembly and potential use cases. submitted by /u/warothia [link] [comments]
A lesson learned from private cloud migration - Design Twice And Trust In What You Do
submitted by /u/Exact_Prior6299 [link] [comments]
Just Let Me Select Text
submitted by /u/aartaka [link] [comments]