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How to Achieve SOC 2 Compliance in AWS Cloud Environments
Did you know cloud security was one of the most evident challenges of using cloud solutions in 2023? As businesses increasingly depend on Cloud services like Amazon Web Services (AWS) to host their applications, securing sensitive data in the Cloud becomes non-negotiable. Organizations must ensure their technology infrastructure meets the highest security standards. One such standard is SOC 2 (Systems and Organization...
Published on: June 17, 2025 | Source:
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Beginnerβs Guide to Cloud Data Analytics
If you want to transform your career and become a data-driven decision maker, this course is for you. freeCodeCamp.org just published a comprehensive Google Cloud Data Analytics course on our YouTube channel. The course was developed by Google Cloud ...
Published on: June 17, 2025 | Source:AI's Cognitive Cost: How Over-Reliance on AI Tools Impacts Critical Thinking
Tools driven by artificial intelligence (AI) are improving our learning, working, and decision-making processes. There is a cost involved in this change, though. With an eye toward cognitive offloadingβthe process by which we assign mental tasks to outside aids like digital assistants, search engines, or recommendation systems. In this article, I examine a2025 studyby Michael Gerlich. It provides a thorough and...
Published on: June 17, 2025 | Source:Driving Streaming Intelligence On-Premises: Real-Time ML With Apache Kafka and Flink
Lately, companies, in their efforts to engage in real-time decision-making by exploiting big data, have been inclined to find a suitable architecture for this data as quickly as possible. With many companies, including SaaS users, choosing to deploy their own infrastructures entirely on their own, the combination of Apache Flink and Kafka offers low-latency data pipelines that are built for complete reliability....
Published on: June 17, 2025 | Source:MCP Security Flaws: What Developers Need to Know
Disclosure: I work at CyberArk and was involved in this research. Just finished analyzing the Model Context Protocol security model and found some nasty vulnerabilities that could bite developers using AI coding tools. Quick Context: MCP is what lets your AI tools (Claude Desktop, Cursor, etc.) connect to external services and local files. Think of it as an API standard for AI apps. The Problems: Malicious Tool...
Published on: June 17, 2025 | Source:After 30 years, Java is still brewing up new features
Itβs Javaβs 30th anniversary! Ryan welcomes back Georges Saab, Senior VP of Development for the Java Platform Group and Chair of the OpenJDK Governing Board, to reflect on Javaβs changes over the last five years.
Published on: June 17, 2025 | Source:How to Debug CI/CD Pipelines: A Handbook on Troubleshooting with Observability Tools
Observability is a game-changer for CI/CD pipelines, and itβs one of the most exciting aspects of DevOps. When I started working with CI/CD systems, I assumed the hardest part would be building the pipeline. But with increasingly complex setups, the ...
Published on: June 16, 2025 | Source:How to Configure Network Interfaces in Linux
Networking is an essential part of any Linux system. Proper networking allows communication between devices and the internet. Understanding the network interface is vital when setting up servers, solving connectivity issues, and managing device traff...
Published on: June 16, 2025 | Source:How to Work with Queues in TypeScript
A queue is a collection of items arranged in a First-In-First-Out (FIFO) order. This means that the first item added is the first to be removed, much like a supermarket line where customers are served in the order they arrive. In this hands-on tutor...
Published on: June 16, 2025 | Source:How to Build a Realtime Chat Application with Angular 20 and Supabase
Chat applications let you talk in real-time with your friends, family, or coworkers, and help you quickly, effectively, and efficiently transfer of information. When youβre building modern web applications, chat applications are now pretty much a req...
Published on: June 16, 2025 | Source:The CI/CD Pipeline Architecture Framework: Systematic Approach to Pipeline Design
After two decades of building CI/CD pipelines, I've noticed teams repeatedly solving the same architectural challenges without a shared framework. I developed the "CI/CD Pipeline Architecture Framework" to provide structure: Golden Path (Sequential Foundation): 1. Code Commit 2. Automated Build 3. Automated Testing 4. Staging Deployment 5. Production Deployment 6. Monitoring & Feedback Pipeline Pillars (Flexible...
Published on: June 16, 2025 | Source:How Broken OTPs and Open Endpoints Turned a Dating App Into a Stalkerβs Playground
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Published on: June 16, 2025 | Source:Why 99% Accuracy Isn't Good Enough: The Reality of ML Malware Detection
The threat of malware in enterprises is evolving each year. As enterprises expand their digital footprint through remote work and cloud adoption, their attack surface increases, making them more vulnerable to targeted malware campaigns. FBIβs 2023 Internet Crime Report showed that Business Email Compromise (BEC) scams alone caused over USD 2.9 billion in losses. Investment fraud losses also rose by 38% to USD 4.57...
Published on: June 16, 2025 | Source:Before You Microservice Everything, Read This
The way we build software systems is always evolving, and right now, everyone's talking about microservices. They've become popular because of cloud computing, containerization, and tools like Kubernetes. Lots of new projects use this approach, and even older systems are trying to switch over. But this discussion is about something else: the modular monolith, especially in comparison to microservices. But, why focus on...
Published on: June 16, 2025 | Source:Scrum Smarter, Not Louder: AI Prompts Every Developer Should Steal
Most developers think AIβs only job is writing code, debugging tests, or generating documentation. But Scrum? Thatβs still a human mess, full of vague stories, chaotic meetings, and awkward silences. Hereβs the truth: prompt engineering can turn AI into your secret Agile assistantβif you know how to talk to it. In this guide, we share field-tested, research-backed prompts that developers can use in real time to make...
Published on: June 16, 2025 | Source:An Animated Introduction to Programming with Python
Python is a high-level, general-purpose programming language. Created by Guido van Rossum and first released in 1991, Python is known for its design philosophy that emphasizes code readability, notably using significant indentation. It supports multi...
Published on: June 16, 2025 | Source:GitHub Summer of Making has started
If youβre in high school and want a free raspberry pi, laptop, or bunch of other cool stuff for spending time programming, join up. This is basically a summer reading program run by GitHub and HackClub to get highschoolers coding which is awesome You have to be 18 or younger to join submitted by /u/ntindle [link] [comments]
Published on: June 16, 2025 | Source:Highlights from Git 2.50
The open source Git project just released Git 2.50. Here is GitHubβs look at some of the most interesting features and changes introduced since last time. The post Highlights from Git 2.50 appeared first on The GitHub Blog.
Published on: June 16, 2025 | Source:How to Use Testcontainers With ScyllaDB
Setting up a full database environment for every round of integration testing can be time-consuming and complex. This post walks through how to use the Testcontainers library to spin up lightweight, throwaway ScyllaDB instances for testing purposes. Weβll explore a practical example that covers initializing the database and running tests against it. Testcontainers: A Tool for Integration Testing You automatically unit...
Published on: June 16, 2025 | Source:Learn React in your Browser β freeCodeCamp Full Stack Curriculum Mid-2025 Update
Hey campers! The freeCodeCamp community is still very hard at work on the rest of the coursework for our full stack curriculum. Itβs only been a few months, but already there are many campers going full-force through these new lessons and programming...
Published on: June 16, 2025 | Source:freeCodeCamp Full Stack Curriculum Mid-2025 Update
Hey friends! The freeCodeCamp team is still very hard at work on the rest of the content for our full stack curriculum. Itβs only been a few months, but there are many campers who have been going full force at this new content. And I am excited to sh...
Published on: June 16, 2025 | Source:Chrisβ Corner: Liquid Ass
First a quick heads up aboutβ¦ me. I have a weird itch to do βstreamingβ, so Iβm letting myself just be a hardcore beginner and giving it a shot. The plan is just hang out with whoever shows up and make stuff and talk about front end web development and design. So: Seems like those [β¦]
Published on: June 16, 2025 | Source:Safeguarding Cloud Databases: Best Practices and Risks Engineers Must Avoid
As enterprises increasingly adopt digital transformation strategies, the cloud has emerged as a foundational component of modern IT infrastructure. Organizations are rapidly shifting workloads, including critical databases, to cloud platforms such as Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) to harness benefits like on-demand scalability, high availability, and reduced operational...
Published on: June 16, 2025 | Source:Programming's Greatest Mistakes β’ Mark Rendle
Most of the time when we make mistakes in our code, a message gets displayed wrong or an invoice doesnβt get sent. But sometimes when people make mistakes in code, things literally explode, or bankrupt companies, or make web development a living hell for millions of programmers for years to come. Join Mark on a tour through some of the worst mistakes in the history of programming. Learn what went wrong, why it went...
Published on: June 16, 2025 | Source:AI Agents in PHP with Model Context Protocol
If you are building AI agents youβve probably heard about MCP (Model Context Protocol). Actually, really everyone is talking about MCP right now. From what Iβve read online, it seems many people donβt seem to have the slightest idea what weβre talking about, and the new product development opportunities associated with that. I want to break down a couple of key concepts to help establish the foundational understanding...
Published on: June 16, 2025 | Source:Monitoring and Managing the Growth of the MSDB System Database in SQL Server
In SQL Server environments, system databases play crucial roles in ensuring smooth and reliable database operations. Among these, the msdb database is critical as it handles a variety of operational tasks, including job scheduling via SQL Server Agent, alert management, database mail configuration, and backup and restore history tracking. These functions are essential for automating routine maintenance, monitoring...
Published on: June 16, 2025 | Source:Mastering Kubernetes Observability: Boost Performance, Security, and Stability With Tracestore, OPA, Flagger, and Custom Metrics
In modern microservices architectures, achieving comprehensive observability is not just an optionβit's a necessity. As applications scale dynamically within Kubernetes environments, tracking performance issues, enforcing security policies, and ensuring smooth deployments become complex challenges. Traditional monitoring solutions alone cannot fully address these challenges. This guide explores four powerful tools that...
Published on: June 16, 2025 | Source:Code of Shadows: Master Shifu and Po Use Functional Java to Solve the Decorator Pattern Mystery
It was a cold, misty morning at the Jade Palace. The silence was broken not by combat⦠but by a mysterious glitch in the logs. Po (rushing in): "Shifu! The logs⦠they're missing timestamps!"
Published on: June 16, 2025 | Source:I built a language that solves 400+ LeetCode problems and compiles to Python, Go, and TypeScript
Hi all β Iβve been building Mochi, a small statically typed language that compiles to Python, Go, and TypeScript. This week I hit a fun milestone: over 400 LeetCode problems solved in Mochi β and compiled to all three languages β in about 4 days. Mochi is designed to let you write a clean solution once, and run it anywhere. Here's what it looks like in practice: Compiled 232/implement-queue-using-stacks.mochi ...
Published on: June 16, 2025 | Source:I built a FastAPI reverse-proxy that adds runtime guardrails to any LLM APIβhereβs how it works
I kept gluing large-language models into apps, then scrambling after the fact to stop prompt injections, secret leaks, or the odd βspicyβ completion. So I wrote a tiny network layer to do that up front. Pure Python stack β FastAPI + Uvicorn, no C extensions. Hot-reloaded policies β a YAML file describes each rule (PII detection with Presidio, profanity classifier, fuzzy match for internal keys, etc.). Actions β block,...
Published on: June 15, 2025 | Source:Tiny menace hiding in plain sight: How the smallest things can wreck your whole day
Offender # 1 : a sneaky forward slash in an API endpoint that kept throwing CORS errors - Spent 12+ hours debugging and consulting every LLM in existence for help. Offender # 2 - a similar story - An innocent comma turned a simple variable into a tuple again sending me on a 10+ hour debugging marathon. Youβd think AI would save me from the misery. But noβthe real issue was my prompts. I wasnβt clear enough about the...
Published on: June 15, 2025 | Source:I built an AI Voice Assistant for HR automation using OpenAI + Twilio + Deepgram. β Full Guide Inside
Hey folks I wanted to share a project I've been working on: an AI voice assistant that can handle simple, repetitive HR queries over the phone. The idea was to explore how real-time voice AI could be practically applied to a business process. I ended up building a Model Context Protocol (MCP) server from scratch. It manages the live call from Twilio, streams the audio to Deepgram for real-time transcription, and then...
Published on: June 15, 2025 | Source:I recently launched a website to help international students
I recently launched a website dedicated to helping both international and American students achieve their dream of studying abroad. The platform offers a wide range of valuable resources, including blog posts on how to build the perfect college list, discover top scholarship and summer program opportunities, and master the art of writing powerful college essays. One of the most exciting features is our free mentorship...
Published on: June 15, 2025 | Source:Nuke-KV : We made a Key-Value Store but... faster. Way faster β‘
We've built Nuke-KV , a high-performance key-value store that achieves 200K-800K operations per second using Node.js . The performance gains come from several key optimizations : command pipelining to reduce network overhead, LRU cache with efficient memory management, worker thread parallelization, and batched persistence with dirty tracking. This represents a 18,000x improvement over baseline Node.js performance and...
Published on: June 15, 2025 | Source:gRPC vs REST | Performance, Benchmarks & Real-World Guide
In this video, we dive deep into gRPC vs REST β two of the most popular API architectures. If you're a backend engineer, system architect, or developer wondering which one to use, this video is for you. We explore real benchmark results, architecture breakdowns, and when to use REST vs gRPC in production. Learn about performance differences See real-world gRPC vs REST benchmarks Understand use cases, tooling,...
Published on: June 15, 2025 | Source: