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Streamline Microservices Development With Dapr and Amazon EKS
Microservices and containers are revolutionizing how modern applications are built, deployed, and managed in the cloud. However, developing and operating microservices can introduce significant complexity, often requiring developers to spend valuable time on cross-cutting concerns like service discovery, state management, and observability. Dapr, or Distributed Application Runtime, is an open-source runtime for...
Published on: February 19, 2025 | Source:
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The Recursive Prerequisite [Comic]
The New Developer Interview Tactic Interviewing for a new job in software development? Be aware of the recent uptick in interview questions about Quicksort. Hiring managers and recruiters really are taking "divide-and-conquer" to the next level.
Published on: February 19, 2025 | Source:Hilt - A Tiny Text Adventure Game engine
Itβs super small and early but promising and I wanna know what you all think of it, where I could take it and general critique! submitted by /u/cmnews08 [link] [comments]
Published on: February 19, 2025 | Source:WBIT #4: Using GIS to understand the rivers and the lakes that youβre used to
How a theater major became a fullstack engineer building software to manage climate change.
Published on: February 19, 2025 | Source:Testing concurrent code with testing/synctest
Go 1.24 contains an experimental package to aid in testing concurrent code.
Published on: February 19, 2025 | Source:Building Intelligent Microservices With Go and AWS AI Services
Coupling Go's lightweight programming capabilities with AWS' robust AI services allows developers to build performant, scalable, and intelligent microservices devoted to diverse business needs. This blog explains how Go, and AWS AI services can be combined to create intelligent microservices, discusses the benefits of this approach, and provides a step-by-step guide to getting started. Why Use Go for Microservices?...
Published on: February 18, 2025 | Source:Data Privacy and Governance in Real-Time Data Streaming
Real-time data streaming is changing the way organizations handle information. Whether itβs IoT devices sending sensor updates, retail platforms tracking customer activity, or financial institutions monitoring transactions for fraud, processing data βas it happensβ gives you a major edge. When done well, real-time data streaming fuels faster decision-making, more personalized services, and even proactive threat...
Published on: February 18, 2025 | Source:Dive Into Tokenization, Attention, and Key-Value Caching
The Rise of LLMs and the Need for Efficiency In recent years, large language models (LLMs) such as GPT, Llama, and Mistral have impacted natural language understanding and generation. However, a significant challenge in deploying these models lies in optimizing their performance, particularly for tasks involving long text generation. One powerful technique to address this challenge is key-value caching (KV cache). In...
Published on: February 18, 2025 | Source:Creating an Agentic RAG for Text-to-SQL Applications
The blend of retrieval-augmented generation (RAG) and generative AI models has brought changes to natural language processing by improving the responses to queries. In the realm of Agentic RAG, this conventional method of relying on a monolithic model for tasks has been enhanced by introducing modularity and autonomy. By breaking down the problem-solving process into tools integrated within an agent, Agentic RAG...
Published on: February 18, 2025 | Source:Implement Amazon S3 Cross-Region Replication With Terraform
With the information technology element finding its roots in every financial organization and across all industries, strong storage capacity forms the backbone for availability, durability, and scalability. Among these, Amazon S3 is one of the most popular services to meet these needs. As enterprises expand geographically, the need for data replication between locations starts to be felt significantly. Hence, the need...
Published on: February 18, 2025 | Source:The Delegated Chain of Thought Architecture
This article introduces the Delegated Chain of Thought (D-CoT) Architecture, a novel framework for large language models (LLMs) that decouples reasoning from execution.The architecture centralises reasoning in a "modulith" model while delegating execution tasks to smaller, specialised models. We are collaborating with AI engineers to create tools that software engineers can easily use. Merging these two disciplines is...
Published on: February 18, 2025 | Source:Generate Unit Tests With AI Using Ollama and Spring Boot
There are scenarios where we would not want to use commercial large language models (LLMs) because the queries and data would go into the public domain. There are ways to run open-source LLMs locally. This article explores the option of running Ollama locally interfaced with the Sprint boot application using the SpringAI package. We will create an API endpoint that will generate unit test cases for the Java code that...
Published on: February 18, 2025 | Source:How to Set Up a Kubernetes Network Policy and Secure Your Cluster
In a Kubernetes environment, proper networking allows for seamless communication between various components within the cluster and the external environment. As your applications grow, networking becomes more and more important and helps ensure that t...
Published on: February 18, 2025 | Source:Multimodal RAG With Colpali, Milvus, and VLMs
In this post, we will see how to do multimodal RAG with ColPali, Milvus, and a visual language model (Gemini/GPT-4o). We will build an application to upload a PDF and then do Q&A queries on it. Q&A can be done on both text and visual elements of the PDF. We will not extract text from the PDF; instead, we will treat it as an image and use ColPali to get embeddings for the PDF pages. These embeddings will be...
Published on: February 18, 2025 | Source:A Step-by-Step Guide to Enterprise Application Development
Having spent more late nights untangling enterprise spaghetti code than I care to admit, I can confidently say developing enterprise applications is not for the faint of heart. While hobby apps crash because someone forgot a semicolon, enterprise code glitches could mean accidentally buying every employee a yacht. Weβre talking about software that keeps multinational supply chains from imploding because someone in...
Published on: February 18, 2025 | Source:How to Use Classes in JavaScript β A Handbook for Beginners
Are you curious about classes in JavaScript but feel a little puzzled about how they work or why you'd even use them? If that's you, then you're definitely in the right place. Lots of developers find classes a bit tricky at first, and honestly, I was...
Published on: February 18, 2025 | Source:Search: From Basic Document Retrieval to Answer Generation
In the digital age, the ability to find relevant information quickly and accurately has become increasingly critical. From simple web searches to complex enterprise knowledge management systems, search technology has evolved dramatically to meet growing demands. This article explores the journey from index-based basic search engines to retrieval-based generation, examining how modern techniques are revolutionizing...
Published on: February 18, 2025 | Source:What is Shadow AI? The Hidden Risks and Challenges in Modern Organizations
Imagine this: a marketing manager uses ChatGPT to draft a personalized email campaign. Meanwhile, a developer experiments with a machine learning model trained on customer data, and an HR team integrates an artificial intelligence (AI) tool to screen...
Published on: February 18, 2025 | Source:Making my debug build run 100x faster so that it is finally usable
submitted by /u/broken_broken_ [link] [comments]
Published on: February 18, 2025 | Source:Why is it so hard for companies to protect your privacy?
Minh Nguyen, VP of Engineering at Transcend, joins Ryan for a conversation about the complexities of privacy and consent in tech, from the challenges organizations face in managing data privacy to the importance of consent management tools to the evolving landscape of privacy regulations.
Published on: February 18, 2025 | Source:Introduction to VirtIO -- "This introduction to VirtIO is written assuming the reader has little to no working knowledge of VirtIO, but should also be a helpful refresher to those who are already familiar....weβll look at a working example of a VirtIO deviceβs VirtQueue in Qemu (with some code)..."
submitted by /u/throwaway16830261 [link] [comments]
Published on: February 18, 2025 | Source:You canβt call yourself a senior until youβve worked on a legacy project
submitted by /u/10ForwardShift [link] [comments]
Published on: February 18, 2025 | Source:Python 3.14, due out later this year, is set to receive a new type of interpreter that can boost performance by up to 30% with no changes to existing code. π¨βπ»
The CPython 3.14 change log describes the feature as βa new type of interpreter based on tail calls.β This description may be a little misleading for those who donβt closely follow internal Python development work. βTail callsβ doesnβt mean that CPython, or the Python language, will now support tail call optimization. It refers to an optimization that a C compiler performs on the CPython code, which speeds up the way...
Published on: February 18, 2025 | Source:Armaaruss drone detection now has the ability to detect US Military MQ-9 reaper drones and many other types of drones. Can be tested right from your device at home right now
submitted by /u/TypicalAardvark5888 [link] [comments]
Published on: February 17, 2025 | Source:Understanding Infrastructure as Code at Scale
Infrastructural as Code is an IT approach where the process involved in infrastructure configuration, deployment, and monitoring are checked through coded expressions. IaC also increases the deployment rate and is significant when applied with cloud resources. "IaC at scale" means using this approach for massive cloud infrastructures, for thousands of resources in single or multiple environments. That is why adopting...
Published on: February 17, 2025 | Source:How to Use FakeLogger to Make Testing Easier In .Net
When writing unit tests in .NET, you may need to verify that methods are logging exceptions, errors, or other key information. You might think, No problem, I'll just mock ILogger using my favourite mocking library β for example Moq, NSubstitute, or F...
Published on: February 17, 2025 | Source:The Slides of Hands-On Agile 2025
If you werenβt at the virtual Hands-on Agile 2025 conference earlier this month, you missed an incredible opportunity to explore the shift from concept-based to context-based agility with nearly 800 fellow agilists. But donβt worry β Iβm here to share some of the key takeaways and insights! Check out the slides from the live-stream speakers below; I will keep you posted on the availability of the recordings.
Published on: February 17, 2025 | Source:Integrating Apex With Lightning Web Components
Salesforceβs Lightning Web Component (LWC) is a modern UI framework that developers use to create custom pages and functionalities on the Salesforce Lightning platform. While LWC allows developers to build powerful and interactive user interfaces, it often requires back-end integration to fetch or update data from Salesforce. This back-end support is provided by Apex, Salesforce's server-side programming language. In...
Published on: February 17, 2025 | Source:Scaling ML Models Efficiently With Shared Neural Networks
As machine learning models grow in complexity and size, organizations face increasing challenges in deploying and scaling these models efficiently. A particularly pressing challenge is balancing hardware memory constraints with the expanding size of ML models while maintaining high performance and cost-effectiveness. This article explores an innovative architectural solution that addresses these challenges through a...
Published on: February 17, 2025 | Source:Creating a Web Project: Key Steps to Identify Issues
When developing a product, issues inevitably arise that can impact both its performance and stability. Slow system response times, error rate increases, bugs, and failed updates can all damage the reputation and efficiency of your project. However, before addressing these problems, it is essential to gather and analyze statistics on their occurrence. This data will help you make informed decisions regarding...
Published on: February 17, 2025 | Source:Chrisβ Corner: Accessible Takes
Letβs do some links to accessibility information Iβve saved, recently read, and thought were useful and insightful.
Published on: February 17, 2025 | Source:Have LLMs Solved the Search Problem?
The advent of large language models (LLMs) has catalyzed a paradigm shift in information retrieval and human-computer interaction. These models, trained on vast corpora of text and optimized for predictive linguistic tasks, have demonstrated substantial efficacy in responding to queries, summarizing textual content, and generating contextually relevant information. However, despite their impressive generative...
Published on: February 17, 2025 | Source:Apache Flink: Full Checkpoint vs Incremental Checkpoint
Apache Flink is a real-time data stream processing engine. Most of the stream processing applications are βstateful.β This means the state is stored and used for further processing. In Apache Flink, the state is managed through a configured state backend. Flink supports two-state backends in production. One is the HashMapStateBackend, and the other one is the EmbeddedRocksDBStateBackend. To prevent data loss and...
Published on: February 17, 2025 | Source:Page Transactions and Page Object Model
Recently, I wrote an article on Page Transactions as a new approach to test automation, focusing on simplicity, readability, and flexibility. Now, I present a structured comparison of Page Transactions (PT)and Page Object Model (POM), explaining the pros and cons of each pattern. Finally, I will give some tips on migrating from POM to PT in simple steps. To those who are not familiar with POM, in a nutshell, it is a...
Published on: February 17, 2025 | Source:Build a Data Analytics Platform With Flask, SQL, and Redis
In this article, Iβll walk through the development of a Flask-based web application that interacts with an SQL Server database to analyze population data. The application allows users to query population ranges, fetch counties by state, and retrieve states within specific population ranges. I shall also discuss how to integrate Redis for caching query results to improve performance. Why Flask, SQL Server, and Redis?...
Published on: February 17, 2025 | Source: