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Automating Sentiment Analysis Using Snowflake Cortex
In this hands-on tutorial, you'll learn how to automate sentiment analysis and categorize customer feedback using Snowflake Cortex, all through a simple SQL query without needing to build heavy and complex machine learning algorithms. No MLOps is required. We'll work with sample data simulating real customer feedback comments about a fictional company, "DemoMart," and classify each customer feedback entry usingCortex's...
Published on: June 12, 2025 | Source:
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The Roc programming language with Richard Feldman, creator of Roc (Changelog Interviews #645)
Jerod chats with Richard Feldman about Roc β his fast, friendly, functional language inspired by Richardβs love of Elm. Roc takes many of Elmβs ideas beyond the frontend and introduces some great ideas of its own. Get ready to learn about static dispatch, platforms vs applications, opportunistic mutation, purity inference, and a whole lot more. submitted by /u/bosyluke [link] [comments]
Published on: June 12, 2025 | Source:GitHub Availability Report: May 2025
In May, we experienced three incidents that resulted in degraded performance across GitHub services. The post GitHub Availability Report: May 2025 appeared first on The GitHub Blog.
Published on: June 11, 2025 | Source:We shipped FinalizationRegistry in Cloudflare Workers: here's why you should never use it
submitted by /u/ketanhwr [link] [comments]
Published on: June 11, 2025 | Source:When Agile Teams Fake Progress: The Hidden Danger of Status Over Substance
Introduction: The Friday Night Hero Itβs Friday, 9:42 p.m. The sprint ended at noon. But a developer is still logged in, finalizing a hotfix that wasnβt in scope, wasnβt planned, and definitely wasnβt their responsibility alone. Theyβll push the code, document it on Monday, and maybe get a βgreat hustleβ in the next retro.
Published on: June 11, 2025 | Source:How Attackers Steal Data from Websites (And How to Stop Them)
Across platforms, behind every app, and on your own website, hackers may patiently wait. These days, everyone should have identity theft protections, and be informed about data threats lurking in the trenches of the world-wide-webβs war on privacy a...
Published on: June 11, 2025 | Source:AI-Native Platforms: The Unstoppable Alliance of GenAI and Platform Engineering
Let's be honest. Building developer platforms, especially for AI-native teams, is a complex art, a constant challenge. It's about finding a delicate balance: granting maximum autonomy to development teams without spiraling into chaos, and providing incredibly powerful, cutting-edge tools without adding superfluous complexity to their already dense workload. Our objective as Platform Engineers has always been to pave...
Published on: June 11, 2025 | Source:Java Enterprise Matters: Why It All Comes Back to Jakarta EE
Enterprise Java has been a foundation for mission-critical applications for decades. From financial systems to telecom platforms, Java offers the portability, stability, and robustness needed at scale. Yet as software architecture shifts toward microservices, containers, and cloud-native paradigms, the question naturally arises: is Jakarta EE still relevant? For modern Java developers, the answer is a resounding yes....
Published on: June 11, 2025 | Source:Enterprise-Grade Distributed JMeter Load Testing on Kubernetes: A Scalable, CI/CD-Driven DevOps Approach
Application performance, scalability, and resilience are critical for ensuring a seamless user experience. Apache JMeter is a powerful open-source tool for load testing, but running it on a single machine limits scalability, automation, and distributed execution. This blog presents a Kubernetes-powered JMeter setup on Azure Kubernetes Service (AKS), which can also be deployed on other cloud platforms like AWS EKS and...
Published on: June 11, 2025 | Source:From ETL to ELT to Real-Time: Modern Data Engineering with Databricks Lakehouse
The data engineering landscape has rapidly changed over the past few years, shifting from the classical ETL (Extract, Transform, and Load) model to the more modern ELT (Extract, Load, Transform) model. In the ETL approach, data was transformed before being stored, which reduced flexibility. ELT reverses this process by first loading raw data into data lakes or warehouses and then transforming it within these...
Published on: June 11, 2025 | Source:Converting List to String in Terraform
In Terraform, you will often need to convert a list to a string when passing values to configurations that require a string format, such as resource names, cloud instance metadata, or labels. Terraform uses HCL (HashiCorp Configuration Language), so handling lists requires functions like join() or format(), depending on the context. How to Convert a List to a String in Terraform The join() function is the most...
Published on: June 11, 2025 | Source:Building Generative AI Services: An Introductory and Practical Guide
Amazon Web Services (AWS) offers a vast range of generative artificial intelligence solutions, which allow developers to add advanced AI capabilities to their applications without having to worry about the underlying infrastructure. This report highlights the creation of functional applications using Amazon Bedrock, which is a serverless offering based on an API that provides access to core models from leading...
Published on: June 11, 2025 | Source:Measuring latency and reducing to <100 ms for Remote Control with WebRTC
submitted by /u/konsalexee [link] [comments]
Published on: June 11, 2025 | Source:Evaluating Similariy Digests: A Study of TLSH, ssdeep, and sdhash Against Common File Modifications
The field of digital forensics often uses signatures to identify malicious executables. These signatures can take various forms: cryptographic hashes can be used to uniquely identify executables, whereas tools like YARA can help malware researchers identify and classify malware samples. The behavior of filesβ functions exported, functions called, IP addresses and domains they connect to, files written or readβalso...
Published on: June 11, 2025 | Source:Why you need diverse third-party data to deliver trusted AI solutions
Diverse, high-quality data is a prerequisite for reliable, effective, and ethical AI solutions.
Published on: June 11, 2025 | Source:Software Specs 2.0: An Elaborate Example
This article is a follow-up to the article that lays the theoretical foundation for software requirement qualities. Here, I provide an example for how to craft requirements for a User Authentication Login Endpoint. A practical illustration of how essential software requirement qualities can be interwoven when designing specifications for AI-generated code. I demonstrate the crucial interplay betweenexplicitness (to...
Published on: June 11, 2025 | Source:Integrating Cursor and LLM for BDD Testing With Playwright MCP (Model Context Protocol)
Imagine writing automated tests that feel like describing a story, where your natural language ideas transform into robust, executable code in seconds. Itβs reality, thanks to the convergence of AI-powered tools like Cursor, Large Language Models (LLMs), and the Playwright Model Context Protocol (MCP). These tools are enhancing Behavior Driven Development (BDD), making test automation faster, smarter, and more...
Published on: June 11, 2025 | Source:Cognitive Architecture: How LLMs Are Changing the Way We Build Software
Software architecture has long been rooted in object-oriented and, later, service-oriented paradigms. These models have helped teams build modular systems, isolating behavior into manageable services that communicate over well-defined APIs. As systems grew, microservices brought benefits like scalability and decoupling, but also introduced significant complexity in orchestration. Today, we're witnessing a fundamental...
Published on: June 11, 2025 | Source:How to Get Information About Your Linux System Through the Command Line
Whether youβve just gained access to a new Linux system, ethically hacked into one as part of a security test, or youβre just curious to know more about your current machine, this article will guide you through the process. Youβll learn how you can g...
Published on: June 11, 2025 | Source:Localmess: How Meta Bypassed Androidβs Sandbox Protections to Identify and Track You Without Your Consent Even When Using Private Browsing
submitted by /u/ScottContini [link] [comments]
Published on: June 11, 2025 | Source:AI coding assistants arenβt really making devs feel more productive
I thought it was interesting how GitHub's research just asked if developers feel more productive by using Copilot, and not how much more productive. It turns out AI coding assistants provide a small boost, but nothing like the level of hype we hear from the vendors. submitted by /u/scarey102 [link] [comments]
Published on: June 11, 2025 | Source:How to Design a Scalable Database That Can Be Offline First and Syncable
submitted by /u/landonwjohnson [link] [comments]
Published on: June 10, 2025 | Source:Exploring Reactive and Proactive Observability in the Modern Monitoring Landscape
Introduction The modern digital world, with its complex web of microservices, containerized apps, and cloud-native systems, demands a rethinking of how we monitor and observe these environments. From the traditional monitoring systems, there is an evident shift to two main approaches that have emerged: Reactive and Proactive observability. What is Reactive and Proactive Observability? Organizations rely on metrics,...
Published on: June 10, 2025 | Source:The Apple Code Signing Handbook
In this handbook, Iβll demystify the Apple app code signing process. Apple's ecosystem is powerful, but its distribution mechanisms β with various identifiers, certificates, and profiles β can appear complex. This guide attempts to make that journey ...
Published on: June 10, 2025 | Source:How Node.js Works Behind the Scenes (HTTP, Libuv, and Event Emitters)
When working with Node.js, most people just learn how to use it to build apps or run serversβbut very few stop to ask how it actually works under the hood. Understanding the inner workings of Node.js helps you write better, more efficient code. It also makes debugging and optimizing your apps much easier. A lot of developers think Node.js is just "JavaScript with server features". Thatβs not entirely true. While it...
Published on: June 10, 2025 | Source:Understanding the Mandelbrot Set: A Beautiful Benchmark for Computing Power
Imagine a mathematical object so complex that it can push computers to their limits, yet so beautiful that it has captivated mathematicians and artists alike. Welcome to the world of the Mandelbrot setβa fascinating fractal that doubles as a powerful benchmark for computing performance. Have you ever wondered how to compare the performance of different programming languages? While there are many benchmarking tools...
Published on: June 10, 2025 | Source:Altering XML Tag Position Using Mule 4 With Basic Authentication
Sometimes when working with XML data, you need to rearrange the order of elements to match a specific format the business requires. But going through each tag one by one and looping over everything can get complicated and slow. Luckily, with Mule 4 and DataWeave 2.0, you can easily shift XML tags around without having to write complex loops or extra code. On top of that, if your service needs to be secured, basic...
Published on: June 10, 2025 | Source:The Concurrency Trap: How an Atomic Counter Stalled a Pipeline
submitted by /u/ketralnis [link] [comments]
Published on: June 10, 2025 | Source:How To Deploy To Vercel With GitHub Actions
Vercel is a cloud platform or Platform-as-a-Service (PaaS) designed to help frontend developers create, preview, and deploy web applications swiftly and efficiently. In this tutorial, weβll focus on deploying a Next.js application to Vercel using Git...
Published on: June 10, 2025 | Source:How To Deploy a Next.js App To Vercel With GitHub Actions
Vercel is a cloud platform or Platform-as-a-Service (PaaS) designed to help frontend developers create, preview, and deploy web applications swiftly and efficiently. In this tutorial, weβll focus on deploying a Next.js application to Vercel using Git...
Published on: June 10, 2025 | Source:Turbocharge Load Testing: Yandex.Tank + ghz Combo for Lightning-Fast Code Checks
Hi there! Occasionally, there arises a need for swift load testing, whether it be in a local environment or on a testing platform. Typically, such tasks are tackled using specialized tools that demand thorough prior comprehension. However, within enterprises and startups where rapid time-to-market and prompt hypothesis validation are paramount, excessive tool familiarization becomes a luxury. This article aims to...
Published on: June 10, 2025 | Source:Why does C++ think my class is copy-constructible when it can't be?
submitted by /u/ketralnis [link] [comments]
Published on: June 10, 2025 | Source:The curious case of shell commands, or how "this bug is required by POSIX"
submitted by /u/ketralnis [link] [comments]
Published on: June 10, 2025 | Source:NVIDIA Security Team: βWhat if we just stopped using C?β
Given NVIDIAβs recent achievement of successfully certifying their DriveOS for ASIL-D, itβs interesting to look back on the important question that was asked: βWhat if we just stopped using C?β One can think NVIDIA took a big gamble, but it wasnβt a gamble. They did what others often did not, they openned their eyes and saw what Ada provided and how its adoption made strategic business sense. Past video presentation by...
Published on: June 10, 2025 | Source:Taming Billions of Rows: How Metadata and SQL Can Replace Your ETL Pipeline
Many enterprises that collect large volumes of time-series data from storage, virtualization, and cloud environments often run into a known problem: retaining long-term insights (data) without overwhelming storage and compute. To solve this problem, time-series analytics platforms need to handle billions of records efficiently while still delivering actionable insights. The solution we will discuss here is to build a...
Published on: June 10, 2025 | Source: