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Accelerating Debugging in Integration Testing: An Efficient Search-Based Workflow for Impact Localization
The Problem: Debugging at Scale With frequent software releases, one of the challenges faced in software debugging is localizing potential impact-causing changes. However, testing every change one by one is impractical, especially when dealing with a large set of changes over time. Here I refer to a group of commits or changes as a "build." Each build has a number associated with it
Published on: May 16, 2025 | Source:
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Data Quality: A Novel Perspective for 2025
Data quality is no longer a back-office function; it has become a strategic imperative for organizations leveraging data to drive decision-making, analytics, and AI. As data volumes grow exponentially and applications become more sophisticated, ensuring high-quality data is critical for operational success. This article explores novel approaches to data quality in 2025, focusing on emerging trends, techniques, and...
Published on: May 16, 2025 | Source:Insane malware hidden inside NPM with invisible Unicode and Google Calendar invites!
Iβve shared a lot of malware storiesβsome with silly hiding techniques. But this? This is hands down the most beautiful piece of obfuscation Iβve ever come across. I had to share it. I've made a video, but also below I decided to do a short write-up for those that don't want to look at my face for 6 minutes. The Discovery: A Suspicious Package We recently uncovered a malicious NPM package called os-info-checker-es6...
Published on: May 16, 2025 | Source:Building Resilient Networks: Limiting the Risk and Scope of Cyber Attacks
In the current era of nearly ubiquitous computing, security threats are growing, especially for large organizations that have to maintain complex networks and safeguard sensitive data. While this complexity has also led to the proliferation of a wide range of tools available to organizations to boost network security, a foundational strategy still remains one of the most effective ways to protect organizational...
Published on: May 16, 2025 | Source:I Don't Need Another Scrum Master, Get Me a Technical Coach! β’ Emily Bache
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Published on: May 16, 2025 | Source:How Can Developers Drive Innovation by Combining IoT and AI?
In the contemporary era, the exponential growth of the Internet of Things (IoT) and artificial intelligence (AI) has shifted the digital terrain. As these two technologies improve further, their amalgamation offers remarkable opportunities for developers to create more innovative, efficient, and highly adaptive solutions across industries. However, the actual value is in working with IoT and AI purposefully β...
Published on: May 16, 2025 | Source:Managing Side Effects in Jetpack Compose
I just published a new Medium article exploring how to manage side effects in Jetpack Compose!In this article, I walk through the most commonly used side-effect APIs in Compose with clear, minimal examples to help you understand their behavior, use cases, and differences. Covered APIs:LaunchedEffect: for lifecycle-aware coroutinesrememberCoroutineScope: for manually controlled coroutine launchesDisposableEffect: for...
Published on: May 16, 2025 | Source:How to make Developer Friends When You Don't Live in Silicon Valley, with Iraqi Engineer Code;Life [Podcast #172]
On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews software engineer and live coding streamer Code;Life. For those of you watching the video version of this interview, she lives in Iraq and she uses a 3D avatar to ...
Published on: May 16, 2025 | Source:AI-Driven Root Cause Analysis in SRE: Enhancing Incident Resolution
Introduction Site Reliability Engineering (SRE) is one of the key pillars for organizations. SRE teams are responsible for maintaining the system's scalability and reliability. One of the key challenges SRE teams face is dealing with alert floods, parsing cryptic logs, and the pressure of SLA timers. These challenges make Root Cause Analysis (RCA) of an incident really tough. With the increasing complexity of...
Published on: May 16, 2025 | Source:Free assets collection (ressources for frontend dev and designers)
Hey, I created a small open source repo to collect free resources useful for frontend developers beginners (or more) The goal is to keep everything organized in one place Free stock image websites Background generators (blobs, gradients, SVG shapes, patterns..) Subtle textures and lightweight tools Itβs especially useful for people who donβt always know where to look, or who want to discover new useful sites without...
Published on: May 16, 2025 | Source:Salesforce wants to do for agentic AI what they did for SaaS
Christophe Coenraets, SVP of Developer Relations at Salesforce, tells Eira and Ben about building the new Salesforce Developer Edition, which includes access to the companyβs agentic AI platform, Agentforce. Christophe explains how they solicited and incorporated feedback from the developer community in building the developer edition, what types of AI agents people are building, and the critical importance of...
Published on: May 16, 2025 | Source:Learn A1 Level Spanish
Learning a new language can open doors to new cultures, connections, and opportunities, and Spanish is one of the most widely spoken languages in the world. Whether you're dreaming of traveling to Spanish-speaking countries, connecting with Spanish-s...
Published on: May 16, 2025 | Source:AWS to Azure Migration: A Cloudy Journey of Challenges and Triumphs
So, you are considering migrating your infrastructure from AWS to Azure? Congratulations! You have officially joined the ranks of people who thought a simple cloud swap was a quick weekend project β and now youβre probably questioning your life choices. But donβt worry, it is not as crazy as it sounds. In fact, it can be a pretty smooth ride if you know what youβre getting into (or at least, if you have a strong coffee...
Published on: May 15, 2025 | Source:Integrating Google BigQuery With Amazon SageMaker
Today, organizations often need to leverage services across different cloud platforms to maximize their data science capabilities. One common scenario is analyzing data stored in Google BigQuery using Amazon SageMaker's advanced machine learning tools. This article presents a comprehensive guide to establishing a direct connection between Google BigQuery and Amazon SageMaker Studio through Data Wrangler, offering a...
Published on: May 15, 2025 | Source:Endpoint Security Controls: Designing a Secure Endpoint Architecture, Part 1
As organizations embrace digital transformation and hybrid work, the endpoint becomes both a critical productivity enabler and a significant security liability. Laptops, desktops, smartphones, and even IoT devices form the frontline in the battle for data integrity and organizational resilience. To secure this diverse landscape, endpoint security must be viewed not as a single product, but as a multi-layered...
Published on: May 15, 2025 | Source:Detection and Mitigation of Lateral Movement in Cloud Networks
How Hackers Bypass Lateral Movement Detection (And How to Stop Them) Detecting lateral movement has emerged as a crucial cybersecurity challenge today. Attackers who breach network perimeters follow a five-step process. They start with reconnaissance, move to their original compromise, spread laterally, establish persistence, and finally achieve their objectives. This systematic approach lets them quietly move through...
Published on: May 15, 2025 | Source:Process And Threads
Hi Guys, I have written a very introductory blog on threads and process. I am currently reading JAVA Concurrency in Practice. Read it and roast it, will take them and write more blogs while going ahead through the book. submitted by /u/aka__bansal [link] [comments]
Published on: May 15, 2025 | Source:The guide to MCP I never had
MCP has been going viral but if you are overwhelmed by the jargon, you are not alone. I felt the same way, so I took some time to learn about MCP and created a free guide to explain all the stuff in a simple way. Covered the following topics in detail. The problem of existing AI tools. Introduction to MCP and its core components. How does MCP work under the hood? The problem MCP solves and why it even matters. The 3...
Published on: May 15, 2025 | Source:Optimizing Integration Workflows With Spark Structured Streaming and Cloud Services
Data is everywhere and moving faster than ever before. If you are processing logs from millions of IoT devices, tracking customer behavior on an e-commerce site, or monitoring stock market changes in real time, your ability to integrate and process this data quickly and efficiently can mean the difference between your business succeeding or failing. Spark Structured Streaming comes in handy here. The combination of...
Published on: May 15, 2025 | Source:Designing a Java Connector for Software Integrations
IT systems need integration to achieve seamless data flow alongside enhanced operational efficiency. The expansion of businesses creates independent operational systems that restrict performance through object isolation and restrict time-sensitive information acquisition. The system's functions become oriented for better workflow coordination, which minimizes both repetition and creates unified operations. The creation...
Published on: May 15, 2025 | Source:Day 23: Build Your Own Custom Transform Stream in Node.js
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Published on: May 15, 2025 | Source:Good runbooks are a MUST - unless you want to risk a heart attack
submitted by /u/shift_devs [link] [comments]
Published on: May 15, 2025 | Source:I finally "got" the Single Responsibility Principle β wrote a story-style blog to make it easier for others too
Hey folks, As a new developer, I always struggled to understand SOLID principles in practice. Recently, I started turning them into stories β something that feels less like theory and more like real-life dev convos. My latest one is on Single Responsibility Principle, told as a conversation between a junior dev (me, basically) and a senior dev with lots of experience. Includes humor, code in Go, and practical...
Published on: May 15, 2025 | Source:Oh Sh*t, My App is Successful and I Didnβt Think About Accessibility
submitted by /u/jacobs-tech-tavern [link] [comments]
Published on: May 15, 2025 | Source:Integration Isnβt a Task β Itβs an Architectural Discipline
Letβs talk about integration. Not the glossy vendor slide-deck version, but the messy, deeply architectural reality of connecting systems in the enterprise. Despite all our advances in tooling and frameworks, the way many organizations approach integration still hasnβt changed. Too often, we default to short-term fixes β point-to-point links, overstuffed middleware, or bespoke connectors β because theyβre βfast.β But...
Published on: May 15, 2025 | Source:Vibe Coding With GitHub Copilot: Optimizing API Performance in Fintech Microservices
In fintech, APIs power everything. Starting from payments to trading to real-time customer experiences, the API takes care of everything. Performance isn't optional, but it's critical for user trust and business success. As a fintech API and cloud optimization expert, I constantly face the challenge of balancing quick development with high performance. When Microsoft announced GitHub Copilot for free, I asked myself a...
Published on: May 15, 2025 | Source:Whether AI is a bubble or revolution, how does software survive?
Money is pouring into the AI industry. Will software survive the disruption it causes?
Published on: May 15, 2025 | Source:Memory Leak Due to Time-Taking finalize() Method
All objects in Java implicitly inherit from java.lang.Object. This class contains multiple methods, which can be overridden in the child class. One such overridable method is finalize(). Before objects get garbage collected from memory, the JVM will execute the finalize(). So, if you need to close any resources that were opened in the class (like backend connections, Filesβ¦), it can be done in this method.
Published on: May 15, 2025 | Source:Customer 360: Fraud Detection in Fintech With PySpark and ML
Every bank uses Customer 360 to maintain its customer records in a unified way, and it can also be used for fraud detection. What Is Customer 360? Customer 360 is like creating a complete picture of a customer by pulling together all the data you have about them β think of it as a "comprehensive profile." Imagine a bank with data from accounts, transactions, and customer service calls. Instead of having...
Published on: May 15, 2025 | Source:Mastering Advanced Aggregations in Spark SQL
In data analytics, efficiently aggregating large datasets is a basic need. For example, when working with retail inventory data, tracking products shipped to stores each month, the standard GROUP BY clause in SQL can handle basic aggregations. However, it falls short when you need multiple levels of aggregation in a single query. This is where Spark SQLβs advanced GROUP BY extensions, GROUPING SETS, ROLLUP, and CUBE,...
Published on: May 15, 2025 | Source:Our pledge to help improve the accessibility of open source software at scale
GitHub takes the Global Accessibility Awareness Day (GAAD) pledge. The post Our pledge to help improve the accessibility of open source software at scale appeared first on The GitHub Blog.
Published on: May 15, 2025 | Source:Cosmos DB Disaster Recovery: Multi-Region Write Pitfalls and How to Evade Them
Introduction Azure Cosmos DB is an excellent global distributed, multi-model database service for high availability, low-latency access, and straightforward scalability. One of its most prominent characteristics is multi-region writes, whereby your applications write to the nearest regional replica, which greatly boosts performance and resilience. But here's the catch: enabling multi-region writes also introduces new...
Published on: May 14, 2025 | Source:Developers Beware: Slopsquatting and Vibe Coding Can Increase Risk of AI-Powered Attacks
Security researchers and developers are raising alarms over βslopsquatting,β a new form of supply chain attack that leverages AI-generated misinformation commonly known as hallucinations. As developers increasingly rely on coding tools like GitHub Copilot, ChatGPT, and DeepSeek, attackers are exploiting AIβs tendency to invent software packages, tricking users into downloading malicious content. What is Slopsquatting?...
Published on: May 14, 2025 | Source:We started using Testcontainers to catch integration bugs before CI β huge improvement in speed and reliability
Our devs used to rely on mocks and shared staging environments for integration testing. We switched to Testcontainers to run integration tests locally using real services like PostgreSQL, and it changed everything. No more mock maintenance Immediate feedback inside the IDE Reduced CI load and test flakiness Faster lead time to changes (thanks DORA metrics!) Would love feedback or to hear how others are doing shift-left...
Published on: May 14, 2025 | Source:FIPS 140-3: The Security Standard That Protects Our Federal Data
FIPS (Federal Information Processing Standards) [1] defines a set of public security standards developed by NIST (National Institute of Standards and Technology) [2] that govern the security requirements for cryptographic modules used in government systems. FIPS 140-3 is the latest federal security standard, which includes state-of-the-art protection for deployment environments, such as the cloud, where the system...
Published on: May 14, 2025 | Source: