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Background Cryptography is the science of securing communication and data through mathematical techniques, ensuring confidentiality, integrity, and authenticity. It is widely used in web services, load balance proxies, databases, etc. Cryptography can be divided into three categories:
"We recently purchased a Zero Trust solution." A statement like that makes even the most seasoned security experts cringe. Zero Trust is a ubiquitous notion in 2025, appearing in product packaging, seminars, and sales presentations. However, the fundamental idea is still gravely misinterpreted. There is no such thing as buying Zero Trust. It's a way of thinking, a plan you follow, and a path you dedicate yourself to....
File-based systems were the original data storage systems before the invention of database management systems (DBMS). Back in the 1970s, organizations manually stored data across servers in numerous files, such as flat files. These files have a fixed, rigid format and multiple copies of data stored for each department, resulting in data redundancy. These led to various challenges, especially data consistency, sharing,...
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Series reminder: This series explores how explainability in AI helps build trust, ensure accountability, and align with real-world needs, from foundational principles to practical use cases. Previously, in Part V:A Hands-On Introduction to LIME: Explaining pneumonia detection step by step.
You may have had this happen before: your wireless earbuds connect perfectly one day, and the next they act like theyโve never met your phone. Or your smartwatch drops off in the middle of a run. Bluetooth is amazing when it works, but maddening when...
In many apps, you may want users to be able to save or share visual content generated in the UI. Flutter doesnโt ship with a โsave widget to imageโ API, but with RepaintBoundary plus a few small packages, you can capture any widget, save it to the de...
Imagine writing code 3-4x faster while maintaining quality. That's what AI-assisted development can offer. In simple terms, you can be more productive with AI tools like GitHub Copilot as your coding partner. They suggest code, help you debug, and sp...
Modern automation frameworks have come a long wayโPlaywright, Cypress, RestAssured, Cucumber, and Selenium enable teams to run sophisticated end-to-end validations across browsers and services. But under all that progress lies a risk that's still alarmingly common: secrets hardcoded into test code or environment files. These arenโt just theoretical risks. In one large enterprise, a regression test suite for an internal...
This article demonstrates how a critical Trivy SBOM generation fix (PR #9224) can be scaled into an enterprise GenAI-powered platform, delivering comprehensive DevSecOps automation and millions in cost savings. We will explore the technical implementation from core dependency resolution improvements to enterprise-scale AI-driven vulnerability intelligence. The Foundation: Cross-Result Dependency Resolution in Trivy...
Amazon EKS makes running containerized applications easier, but it doesnโt give you automatic visibility into JVM internals like memory usage or garbage collection. For Java applications, observability requires two levels of integration: Cluster-level monitoring for pods, nodes, and deployments JVM-level APM instrumentation for heap, GC, threads, latency, etc. New Relic provides both via Helm for infrastructure...
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On July 23, 2025, AWSannouncedAmazon Relational Database Service (Amazon RDS) for Oracle zero-ETL integration with Amazon Redshift, enabling near real-time analytics and machine learning (ML) on petabytes of transactional data. With this launch, you can create multiple zero-ETL integrations from a single Amazon RDS Oracle database, and you can apply data filtering for each integration to include or exclude specific...
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Developers can use their AI tool of choice for spec-driven development with this open source toolkit. The post Spec-driven development with AI: Get started with a new open source toolkit appeared first on The GitHub Blog.
Many times, while developing at work, I needed a template for a simple application from which to start adding specific code for the project at hand. In this article, I will create a simple Java application that connects to a database, exposes a few rest endpoints and secures those endpoints with role based access.
Whatโs the story of error handling if resources arenโt automatically droppable and expressions evaluate concurrently with their consumers? Does explicit cleanup and no call-stacks allow for convenient error handling syntax? Par is my programming language with linear types, automatic concurrency, and all-in-all is based on classical linear logic. Recently Iโve added more I/O functionality, which made me realize that...
Creating clean, well-aligned card layouts is a common task in web development. In this tutorial, Iโll walk you through building a grid of four cards per row. Each card contains several content blocks โ a title, image, price, bullet point list, and a call-to-action (CTA) button โ aligned horizontally within the card using CSS Grid and the powerful CSS Subgrid feature. What Youโll Build A card grid layout (max of 4 cards...
Many developers shy away from contributing to open source, as it can be intimidating and hard to get started. Even though your contributions might seem inconsequential at first, they can potentially have a huge impact on your career. In this article,...
Robert and Chris jump on to talk about our little CDN project. Maybe thatโs not the right term, but we struggled with naming it. Truth be told, itโs the /public/ folder in our monorepo, where the purpose is getting files to the world wide internet at URLs that anyone can access. Our favicon is a [โฆ]
Software testing has come a long way โ from manual test cases and record-playback tools to modern CI-integrated test automation frameworks. But in an era of continuous delivery, microservices, and fast-changing UIs, even traditional automation struggles to keep up. Writing and maintaining test scripts manually has become a bottleneck, especially when rapid iteration is the norm. The future of testing is autonomous โ...
I created a public API collection repository because I was tired of searching for open APIs all over the place while working on projects. It includes the latest (2025) English translations of Korean open APIs. To keep the links fresh, I also added a routine that regularly checks them, so everything stays stable and reliable. Feel free to take a look around, and any feedback is always welcome. Thanks! submitted by...
Reports, invoices, and statements play a vital role in sharing weekly, monthly, and annual usage data and its trends with end-users on day-to-day activities. Starting from utility usage, financial trends, credit statements, and medical data are shared with humans in the form of reports and statements, both in electronic and paper formats. These documents contain PII, personally identifiable information, of users,...
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Prompt engineering is rapidly becoming a foundational skill in working with large language models (LLMs) and generative AI. As LLMs permeate software systems-powering chatbots, coding assistants, research agents, and more. the difference between a generic, shallow response and a nuanced, high-value output often comes down to how the model is prompted. For developers, product teams, and engineering leaders,...
The New Era of LLM Apps In the last year, AI development has shifted rapidly from simple demos to robust, feature-rich applications. At the heart of this movement is LangChain, the open-source toolkit that makes it easier than ever to plug large language models into real-world data, tools, and workflows. If you've ever wanted to move beyond the standard chatbot โ say, build a custom app that can analyze documents,...
Exhausted volunteers maintaining critical infrastructure alone. From personal experience with contributor burnout to AI assited future threats, here's why our digital foundation is crumbling. submitted by /u/gamunu [link] [comments]
Kylan Gibbs, CEO of Inworld, joins the show to discuss the technical challenges of creating interactive AI for virtual worlds and games, the significance of user experience, and the importance of accessibility and cost-efficiency in deploying AI models.
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Do you have a use case where you want to implement a network firewall in IBM Cloud VPC that filters traffic based on hostname? For example, you may want to allow connections only to www.microsoft.com and www.apple.com, while blocking access to all other destinations. Currently, IBM Cloud does not provide a managed firewall service. However, it does support a bring-your-own-firewall approach with vendors such as...
Classrooms today are more diverse than ever before. Among the students are neurodiverse learners with different learning needs. While these learners bring unique strengths, traditional teaching methods donโt always meet their needs. This is where AI-...
I wanted to see how easy (or messy) it really is to extract structured data from PDFs with code. So over the last month, I tried a few approaches (using Postman & Python) and thought I would share on what worked, what didnโt and what ended up being worth the effort. a) DIY Workflow with GPT-4o and Claude 3.5 Both OpenAIโs GPT-4o and Anthropicโs Claude models are surprisingly good at understanding invoice layouts...