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Accelerating Deep Learning on AWS EC2
One common approach to significantly speed up training times and efficiently scale model inference workloads is to deploy GPU-accelerated deep learning microservices to the cloud, enabling flexible, on-demand compute for training and inference tasks. This article provides a comprehensive guide covering the setup and optimization of such a microservice architecture. Weβll explore installing CUDA, choosing the right...
Published on: March 14, 2025 | Source:
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Automate and Standardize IBM ACE Installation With PowerShell
Tackling the Repetition If you've worked with IBM App Connect Enterprise (ACE) for any length of time, youβre probably familiar with the repetitive nature of installations. Each setup involves the same predictable steps: unpacking the release files, configuring directories, updating scripts, adjusting ODBC entries, setting up the runtime environment, and verifying that everything runs smoothly. While these steps might...
Published on: March 14, 2025 | Source:Build a Scalable E-commerce Platform: System Design Overview
Topic: High-level design of an e-commerce platform like Amazon, Walmart, etc. Objective: Big picture, challenges, options to overcome those
Published on: March 14, 2025 | Source:Event Sourcing 101: When to Use and How to Avoid Pitfalls
Recently, I delivered a lecture to my colleagues on event sourcing, and I realized that this introductory information could be valuable to a broader audience. This article is useful for those interested in the concept of event sourcing and who want to decide if it's a good fit for their projects while avoiding common pitfalls. So, let's dive in.
Published on: March 14, 2025 | Source:Highlights from Git 2.49
The open source Git project just released Git 2.49. Here is GitHubβs look at some of the most interesting features and changes introduced since last time. The post Highlights from Git 2.49 appeared first on The GitHub Blog.
Published on: March 14, 2025 | Source:Queries for Optimizing and Debugging PostgreSQL Replication
PostgreSQL logical replication provides the power and organization behind a pgEdge replication cluster, allowing you to replicate tables selectively and, on a more granular level, the changes in those tables. Whether you're using pgEdge Distributed PostgreSQL replication for real-time analytics, low latency, or high availability, optimizing replication configuration and query use allows you to optimize for performance,...
Published on: March 14, 2025 | Source:How to Connect, Read, and Process Sensor Data on Microcontrollers β A Beginner's Guide
In todayβs world, computers are ubiquitous and generally serve two primary purposes. The first is general-purpose computing, where they handle a wide range of tasks, including running diverse applications and programs. Examples include laptops, deskt...
Published on: March 14, 2025 | Source:Smart Cities With Multi-Modal Retrieval-Augmented Generation
Why Smart Cities Need Advanced AI Managing cities today is an increasingly complex task. Urban centers face challenges like: Traffic congestion, which affects daily commutes and the economy. Infrastructure maintenance, where damaged roads or broken utilities need quick attention. Air quality and environmental monitoring, critical for public health and safety. City planners, traffic managers, and environmental...
Published on: March 14, 2025 | Source:What we learned at TDX 2025
Some high-level takeaways, with more to come.
Published on: March 14, 2025 | Source:Building a Real-Time AI-Powered Workplace Safety System
Workplace injuries from poor posture cost industries billions annually. While traditional ergonomic assessments are manual and periodic, we developed an AI-powered solution that provides real-time monitoring and feedback. Here's how we built it using Python, MediaPipe, and OpenCV.
Published on: March 14, 2025 | Source:Go import cycles: three strategies for how to deal with them, and a plea for a fourth
submitted by /u/zachm [link] [comments]
Published on: March 14, 2025 | Source:AWS Step Functions Local: Mocking Services, HTTP Endpoints Limitations
AWS Step Functions Local is a useful tool for testing workflows without deploying them to the cloud. It allows developers to run state machines locally using Docker, enabling faster iteration and debugging. However, while testing our Step Function locally, we encountered significant limitations, particularly when trying to mock an http:endpoint task.
Published on: March 14, 2025 | Source:I built an open-source tool for creating educational programming content in multiple formats
Hi all, I originally created CodeVideo as a little side project using FFMPEG WASM in the browser as an experiment, but it's since grown into my vision for a completely automated software educational course production system. The idea is that you create the educational content once, then can export the course to multiple formats - as a video (of course!), but also as an interactive webpage, a blog post, or even a book,...
Published on: March 14, 2025 | Source:DeepSeek on Kubernetes: AI-Powered Reasoning at Scale
As artificial intelligence continues to evolve, deploying AI-powered applications efficiently and at scale has become critical. Kubernetes, the de facto orchestration platform, plays a crucial role in managing containerized AI workloads, ensuring scalability, resilience, and ease of management. In this article, we explore DeepSeek on Kubernetes, a deployment that integrates DeepSeek-R1, a powerful reasoning AI model,...
Published on: March 14, 2025 | Source:Finding Java classes that are only used by tests
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Published on: March 14, 2025 | Source:Stop Wasting Time Writing Code for APIs
API development should be about solving business problems, not repeating the same tedious tasks over and over again. Yet, for many developers, API creation is still bogged down by inefficiencies β from writing boilerplate code to manually managing integrations, security, and documentation. The traditional approach forces developers to spend too much time oninfrastructure and maintenance, instead of focusing on what...
Published on: March 14, 2025 | Source:Building Intelligent Integration Tests for Microservices
Most of the applications today are based on a microservice architecture due to increasing complexities and scalability needs. Testing in such environments can be very challenging, and it requires thoughtful planning and smarter strategies, unlike monolithic applications. In the micro application architecture, we need a robust automation approach to validate interactions between each of the services and applications....
Published on: March 14, 2025 | Source:Can climate tech startups address the current crisis?
Lisbeth Kaufman, Head of Climate Tech at AWS, sits down with Ryan to talk about her work helping climate tech startups get off the ground and the role startups can play in addressing the climate change crisis. She highlights a few projects to get excited about, including ones focused on fusion energy and sustainable agriculture.
Published on: March 14, 2025 | Source:Image Editing as a Syntax Tree - 'Developer Voices' podcast with lead devs of Graphite, a FOSS design app with a compiler for its own graphics pipeline language
submitted by /u/Keavon [link] [comments]
Published on: March 14, 2025 | Source:Learn AWS Incognito for Authentication
Whether you're building a web app, mobile app, or API, understanding how to implement robust authentication and authorization is a critical skill. AWS Cognito is a powerful ability that simplifies user management, authentication, and access control, ...
Published on: March 14, 2025 | Source:How to Exploit the EternalBlue Vulnerability on Windows β A Step-by-Step Guide
If youβve followed cybersecurity news over the past few years, youβve likely come across EternalBlue. This critical Windows exploit played a key role in the widespread WannaCry ransomware attack that affected systems in over 150 countries. In this ar...
Published on: March 13, 2025 | Source:Securing Conversations With LLMs
Large language models (LLMs) don't need an introduction anymore. Just as "Did you Google it?" was the question 10 years ago, now it's "Did you ask ChatGPT?" As organizations increasingly adopt LLMs, the number of people interacting with them, directly or indirectly, is also increasing exponentially. Today, the use of these models is no longer limited to tech. Healthcare, transportation, media, and many other industries...
Published on: March 13, 2025 | Source:Anyone knows how to increase size of xampp control panel
submitted by /u/hannahlenks [link] [comments]
Published on: March 13, 2025 | Source:Exploring Communication Strategies for LWC in Salesforce
When building a Salesforce application with multiple lightning web components (LWC) as building blocks, it is important to ensure that those components can effectively share information. The method of communication depends on the structure of your lightning components. If one component is built within another component, you create a parent-child relationship, and the way you communicate amongst them is different from...
Published on: March 13, 2025 | Source:Graceful Shutdown: Spring Framework vs Golang Web Services
Graceful application shutdown is a critical aspect of ensuring service reliability, particularly in high-load systems. In this article, we will explore how graceful shutdown is implemented in two popular technologies: Spring Framework and Golang, using examples that interact with a PostgreSQL database.
Published on: March 13, 2025 | Source:Why Your βHarmoniousβ Team Is Actually Failing
submitted by /u/Acceptable-Courage-9 [link] [comments]
Published on: March 13, 2025 | Source:Build a REST API With Just 2 Classes in Java and Quarkus
Developers often look for ways to build RESTful APIs with minimal effort while maintaining clean and maintainable code. Quarkus enables a fully functional CRUD (Create, Read, Update, Delete) API using just two classes. With Hibernate ORM with Panache, Quarkus simplifies entity management, and REST Data with Panache automatically exposes a complete set of RESTful endpoints. This approach reduces the time spent on...
Published on: March 13, 2025 | Source:How GitHub engineers learn new codebases
Strategies to quickly get up to speed, whether you're a seasoned engineer or a newcomer to the field. The post How GitHub engineers learn new codebases appeared first on The GitHub Blog.
Published on: March 13, 2025 | Source:Playwright: Filter Visible Elements With locator.filter({ visible: true })
This blog covers how the newfilter visible element optionhelps in writing more precise, user-focused tests with ease with the option locator.filter({ visible: true }). Playwright has quickly become a go-to tool for end-to-end testing, thanks to its robust API, cross-browser support, and easy handling of modern web applications. One of its standout features is the locator API, which allows testers to precisely target...
Published on: March 13, 2025 | Source:Different Garbage Collectors in Java: Exploring the Options
Garbage collection in Java is something that just happens: you donβt have to worry about memory management. Or do you? The garbage collector (GC) runs in the background, quietly doing its work. But this process can have a huge impact on performance. Understanding the concepts of advanced Java GC is invaluable in tuning and troubleshooting applications.
Published on: March 13, 2025 | Source:The Impact of AI Agents on Modern Workflows
Workflows have long been the backbone of organizational efficiency. From the simplest administrative tasks to the most complex project management processes, workflows help streamline operations, minimize errors, and enhance productivity. However, as AI agents become increasingly sophisticated, they are set to radically reshape how workflows are designed, executed, and optimized. The fusion of human intelligence with AI...
Published on: March 13, 2025 | Source:Data Synchronization for Edge Computing with SymmetricDS
Edge computing is a distributed system design that moves computation and data storage to where itβs most required β at the βedgeβ of the network. Moving these tasks to the edge of the network enables computing in real time, which reduces the cost of ...
Published on: March 13, 2025 | Source:5 Ways Docker Can Improve Security in Mobile App Development
Security is a critical concern in mobile app development, especially with the rise of data breaches and cyber threats. Docker, a platform for developing, shipping, and running applications in containers, offers several advantages that can enhance the security of mobile apps. This article explores five ways Docker can improve security in mobile app development, accompanied by diagrams and code snippets for a clearer...
Published on: March 13, 2025 | Source:AI-Driven Self-Healing Tests With Playwright, Cucumber, and JS
Automated testing is essential to modern software development, ensuring stability and reducing manual effort. However, test scripts frequently break due to UI changes, such as modifications in element attributes, structure, or identifiers. Traditional test automation frameworks rely on static locators, making them vulnerable to these changes. AI-powered self-healing automation addresses this challenge by dynamically...
Published on: March 13, 2025 | Source:Junky data is like an out-of-tune guitarβit prevents AI harmony
In our very first episode, Stack Overflow CEO Prashanth Chandrasekar talks to Don Woodlock, Head of Global Healthcare Solutions at InterSystems, about the challenges in their AI journey and the critical role of a robust data strategy in any successful AI initiative.
Published on: March 13, 2025 | Source: