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An Animated Introduction to Web Development from Back to Front
Web development combines multiple technologies to create interactive applications that run in web servers and browsers. Modern web apps require understanding both the server-side (back end) and client-side (front end) and how they communicate with ea...
Published on: June 25, 2025 | Source:
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The Unreasonable Effectiveness of the Actor Model for Creating Agentic LLM Applications
Given the title we need to define what we mean by agentic applications and actors, and then we can move ahead. Agentic Applications (AAs) This term seems to have many definitions as appearances in articles, so I'll add the one I am using here. I hope you'll agree it captures most of the important stuff:
Published on: June 25, 2025 | Source:Design Guards: The Missing Layer in Your Code Quality Strategy
In any fast-growing software team, the pressures of delivery often come at the expense of code quality. As codebases expand and contributors change in experience, inconsistencies naturally begin to surface: formatting mess, increasing complexity, duplication, and subtle design flaws. Over time, these small cracks lead to fragile systems and increasing maintenance costs. To counter this, many engineering teams rely on...
Published on: June 25, 2025 | Source:IBM App Connect Enterprise 13 Installation on Azure Kubernetes Service (AKS)
This article describes how to install App Connect Enterprise 13 in an Azure Kubernetes Service Cluster. Prerequisites This document assumes you have a Kubernetes cluster in Azure Kubernetes Service running on Microsoft Azure cloud and it has access from your workstation. You should have kubectl configured to access the AKS cluster from a command line window. Verify the access to your cluster is working with the...
Published on: June 25, 2025 | Source:Provider-Agnostic OIDC Auth Flow for Your Apps (PyJWT + FastAPI)
When building web applications, handling authentication securely and reliably is critical. That's where OpenID Connect (OIDC) comes in. OIDC is a thin identity layer built on top of OAuth 2.0, and it gives your app the ability to verify who a user is and get some basic info about them, without the developer having to store passwords or build their own login systems from scratch. Things like passwords and access control...
Published on: June 25, 2025 | Source:Top Hosting Platforms for Indie Hackers
If youβre an indie hacker β that is, someone building your own side project, startup, or digital product solo or with a small team β you know that hosting matters. Youβre juggling product development, community-building, marketing, support, and ever...
Published on: June 25, 2025 | Source:How to Build a Custom MCP Server with TypeScript β A Handbook for Developers
MCP (Model Context Protocol) lets you connect your code, data, and tools to AI applications like Claude and Cursor. This handbook explains how it works with real-world analogies, and shows you how to build a custom MCP server using TypeScript that fe...
Published on: June 25, 2025 | Source:Machine Learning for CI/CD: Predicting Deployment Durations and Improving DevOps Agility
The speed and reliability of CI/CD pipelines directly impact developer velocity and release quality. However, deployment durations can vary widely due to factors like code complexity, pipeline structure, testing strategies, and environment configurations. This article explores how to build a machine learning regression model that predicts deployment time based on features derived from CI/CD metadata, code metrics, and...
Published on: June 25, 2025 | Source:Not an option, but a necessity: How organizations are adopting and implementing AI internally
AI is no longer just a luxury for the most tech savvy companies β it's now a necessity for organizational transformation. How are real teams successfully leveraging and innovating with these new tools?
Published on: June 25, 2025 | Source:From pair to peer programmer: Our vision for agentic workflows in GitHub Copilot
AI agents in GitHub Copilot donβt just assist developers but actively solve problems through multi-step reasoning and execution. Hereβs what that means. The post From pair to peer programmer: Our vision for agentic workflows in GitHub Copilot appeared first on The GitHub Blog.
Published on: June 25, 2025 | Source:Essential JVM Tools for Garbage Collection Debugging
Java garbage collection is a boon to programmers, but it can cause headaches in production. Poorly-tuned GC is extremely resource-hungry. Tuning and troubleshooting GC is therefore an important skill. How do you obtain information on how GC is performing? What tools can you use to identify bottlenecks and inefficiencies?
Published on: June 25, 2025 | Source:DevOps at the Edge: Deploying Machine Learning Models on IoT Devices
Edge computing is redefining how we deploy and manage machine learning (ML) models. Instead of sending every data point to the cloud, DevOps at the edge brings model inference directly onto IoT devices β enabling low-latency predictions, offline operation, and improved privacy. However, pushing AI to a fleet of heterogeneous, resource-constrained devices introduces new complexities. This article explores how DevOps...
Published on: June 25, 2025 | Source:Synergy of Event-Driven Architectures With the Model Context Protocol
In cloud architectures, two paradigms have emerged as pivotal in enhancing system responsiveness and AI integration, namely Event-driven architecture and the Model Context Protocol (MCP). While event-based systems have been instrumental in building scalable micro services, MCP represents a novel approach to standardizing interactions between AI models and external tools. While my previous article covers the evolution...
Published on: June 25, 2025 | Source:Building an AI-Powered Text Analysis App With React: A Step-by-Step Guide
In this article, we will walk through the step-by-step implementation of an AI Text Analysis App using React, Vite, and OpenAI's GPT-3.5. This app will allow users to input text and analyze it for sentiment, topics, summary, and language detection. By the end of this guide, even beginners will be able to build and understand this application. We will also explain each feature in detail and provide examples to ensure...
Published on: June 25, 2025 | Source:How Trustworthy Is Big Data? A Guide to Real-World Challenges and Solutions
Big data systems are growing in size, speed, and complexity β but the trust we place in them often lags behind. While engineers and analysts build pipelines to move petabytes of data, there's an unspoken assumption: that the data is clean, correct, and complete. Unfortunately, that assumption often breaks in production. From AI models trained on incorrect labels to business dashboards displaying misleading KPIs,...
Published on: June 25, 2025 | Source:You've vibe coded an app. Now what?
On this episode, Ryan chats with Vish Abrams, chief architect at Heroku, about all the work that needs to be done after youβve vibe coded your dream app.
Published on: June 25, 2025 | Source:How to Build a LangGraph and Composio-Powered Discord Bot
With the rise of AI tools over the past couple years, most of us are learning how to use them in our projects. And in this article, Iβll teach you how to build a quick Discord bot with LangGraph and Composio. Youβll use LangGraph nodes to build a bra...
Published on: June 24, 2025 | Source:Finding a 27-year-old easter egg in the Power Mac G3 ROM
submitted by /u/ketralnis [link] [comments]
Published on: June 24, 2025 | Source:Optimizing Data Pipelines in Cloud-Based Systems: Tools and Techniques
Data pipelines play a critical role in today's cloud ecosystems, enabling the processing and transfer of vast amounts of data between sources and targets. As more companies move to the cloud, it is imperative that these pipelines are optimized to deliver scalability, performance, and cost savings. Let's take a look at the tools and methods that can be used to optimize data pipelines in the cloud, along with real-world...
Published on: June 24, 2025 | Source:Why Mobile App Performance Matters More Than You Think
Performance Is the Heartbeat of Mobile Apps Think about it, on average, a smartphone user spends about 4 hours each day interacting with mobile apps. Given this extensive usage, even minor performance issues, such as brief lags or occasional app crashes, can become instantly noticeable. More often than not, users won't raise complaints. Instead, they'll quietly uninstall the app and move on to a competitor. In today's...
Published on: June 24, 2025 | Source:Salesforce API Integration Guide
Businesses need seamless communication between Salesforce CRM and external systems. Salesforce API integration enables real-time data flow, eliminating silos that cause operational inefficiencies. With the API management market reaching$7.67B in 2024, these integrations have become essential for scaling operations and delivering personalized experiences while reducing manual work.
Published on: June 24, 2025 | Source:How I Landed 20+ Conference Talks β and How You Can, Too
Iβve never been the loudest person in the room. In fact, the first time I submitted a conference talk, I hovered over the submit button for nearly an hour. I was convinced someone else had more experience, a better rΓ©sumΓ©, or more impressive GitHub s...
Published on: June 24, 2025 | Source:Why developer expertise matters more than ever in the age of AI
AI can help you code faster, but knowing why the code worksβand sharpening your human-in-the-loop skillsβis what makes you a great developer. The post Why developer expertise matters more than ever in the age of AI appeared first on The GitHub Blog.
Published on: June 24, 2025 | Source:Advanced Java Garbage Collection Concepts: Weak References, Finalization, and Memory Leaks
The WeakReference() class in Java is often touted as being the answer to memory leaks. However, weak references on their own are not necessarily the answer. Memory leaks are one of the hardest issues to diagnose. This article looks at a scenario where using weak references in conjunction with an objectβs finalize() method can result in a memory leak.
Published on: June 24, 2025 | Source:Storage-Computing Integration vs. Separation: Architectural Trade-offs, Use Cases, and Insights from Apache Doris
In the field of databases and big data, the architectural debate between βstorage-computing integrationβ and βstorage-computing separationβ has never ceased. Some people question, βIs storage-computing separation really necessary? Isnβt the performance of local disks sufficient?β The answer is not black and white β the key to technology selection lies in the precise matching of business scenarios and resource...
Published on: June 24, 2025 | Source:Kubernetes Admission Controllers: Your First Line of Defense
Kubernetes Admission Controllers are a powerful but often overlooked security mechanism. Acting as gatekeepers, they intercept API server requests before objects are persisted in etcd, allowing you to enforce custom policies or inject configurations automatically. Whether it's blocking privileged containers or ensuring labels are in place, Admission Controllers play a crucial role in securing Kubernetes clusters from...
Published on: June 24, 2025 | Source:AI/ML Big Data-Driven Policy: Insights Into Governance and Social Welfare
Data-driven policy refers to the practice of using data, analytics, and empirical evidence to inform and guide government decision-making, moving beyond reliance on intuition or anecdotal information. Governments must be agile, transparent, and resilient in their decision-making. The convergence of big data, cloud computing, and AI/ML is enabling a new era of data-driven policy, transforming how societies anticipate...
Published on: June 24, 2025 | Source:Build and Deploy a Calendly Clone with Google Calendar Integration
If you've ever found yourself drowning in back-and-forth scheduling emails or confused by time zone mix-ups, youβve probably used (or wished for) a tool like Calendly. Now you can learn how to build your own version from scratch. This course is perfe...
Published on: June 24, 2025 | Source:Distributed Rate Limiting in Java: A Deep Dive into Bucket4j + PostgreSQL
Important note:There are implementation details for the integration between PostgreSQL and thebucket4j library,specifically forversion 8.14.0. The post's author is not responsible for future changes, but I'm 90% sure that it will be accurate for a long time. Hey everyone!
Published on: June 24, 2025 | Source:How to Test Multi-Threaded and Concurrent Java
Testing multi-threaded, concurrent Java code is difficult because each test run only captures one possible thread interleaving, and those interleavings are non-deterministic. To address this, I created the open-source tool VMLens. VMLens allows you to test concurrent Java code in a deterministic and reproducible way by executing all possible thread interleavings.
Published on: June 24, 2025 | Source:Unveiling Supply Chain Transformation: IIoT and Digital Twins
Digital twins and IIoTs are evolving technologies that are transforming the digital landscape of supply chain transformation. The IIoT aims to connect to actual physical sensors and actuators. On the other hand, DTs are replica copies that virtually represent the physical components. The DTs are invaluable for testing and simulating design parameters instead of disrupting production elements. Still, the adoption of...
Published on: June 24, 2025 | Source:How to build your prototypes without a 35% tariff
Ryan and Ben welcome Alex Malcoci, CEO and founder of MiniProto, to talk innovations in hardware prototyping, the evolving complexities of the global supply chain, the impact of the US-China trade war on manufacturing, and how automation in production could lead to new training programs for future engineers.
Published on: June 24, 2025 | Source:Programming as pilgrimage
Looks like the timestamp is stripped in the Reddit player, so use the link below. I just want to highlight and express my appreciation for this part of the latest Tsoding Daily video (2m44s, until 1:42:57). It is a really wonderful and touching experience and it is very well described by Alexey, the first time in fact that I have heard anyone put words to this experienceβand again, so very well articulated. I highly...
Published on: June 24, 2025 | Source:wkv - A rough approximation of what a key-value config should've looked like
I am tired of JSON, YAML, TOML, and others. I have found a simpler way. It is easier to write 40 LOC than to add a whole another library to the project for parsing and serializing, right? And, only add what you really need. No more, no less. What do y'all think? submitted by /u/thisisignitedoreo [link] [comments]
Published on: June 23, 2025 | Source:Let's try again.. Chromacode: Mathematical approach to interactive image overlays
Built a grid-based system for turning static images into interactive UIs without losing visual integrity. Core concept: Instead of AI recreation (which often fails), use mathematical color extraction and zone mapping to preserve the original design while adding interactivity. Technical approach: - Canvas-based color analysis - Structured grid systems - Color tolerance algorithms - Absolute-positioned interactive zones...
Published on: June 23, 2025 | Source: