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How Does Video Annotation Augment Computer Vision?
Video annotation has become the central element for conducting research on AI and machine learning in computer vision. In essence, it equips the machines with the ability to comprehend and process visual information coming from video streams. This way, it contributes to the indispensable process of training models for applications like driverless cars or a surveillance system. In this article, we will discuss the core...
Published on: March 31, 2025 | Source:
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Product Design vs Platform Design for Software Development
An enterprise architect must understand the business's need for building either a platform or a product. A product is software that has βoff-the-shelf,β more generic features and functions. In contrast, a platform is a software or service that allows external parties to extend and develop complementary functions and services. Choosing the right fit for business needs is extremely important after careful consideration...
Published on: March 31, 2025 | Source:The Role of DevSecOps in Securing Multi-Cloud Architectures
In this article, we will explore how DevSecOps transforms security in multi-cloud ecosystems. Starting with the DevSecOps phase, we will delve into how multi-cloud environments can be implemented effectively and safely. Additionally, we will examine the most significant challenges associated with their use and discuss strategies to counter them successfully. If a company uses several cloud providers, each cloud has its...
Published on: March 31, 2025 | Source:To run Llama 3.1-8B-instruct model on a local CPU with 4 GB ram without quantization. By Loading and Running a LLaMA Model on CPU with Disk-based Layer Loading.
I am trying to run 3.1 8B llama instruct model https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct on a 4GB ram laptop. The idea I'm using is to load and run one layer at a time. I have a class. It initializes key components of the LLaMA architecture: LlamaTokenEmbed: Handles token embeddings. LlamaLayer: Represents a transformer block. LlamaFinalLayerNorm: Normalizes the output before final predictions....
Published on: March 31, 2025 | Source:What Can I Do With a Yearβs Worth of Journal Entries?
Iβve been journaling frequently in my favorite app, Drafts, and over the past year, Iβve accumulated a significant amount of βdata.β I recently parsed it into JSON format, where each entry contains one βideaβ and has a corresponding date, like this: [{ "date": "2024-08-07", "text": "You have to turn off everything and focus on one thing in the end." }, { "date": "2024-08-07", "text": "Meditation actually makes you calm...
Published on: March 30, 2025 | Source:AI Search Tool, search your code with AI
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Published on: March 30, 2025 | Source:We found found the atop bug everyone is going crazy about
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Published on: March 30, 2025 | Source:Git as a binary distribution system: dotbins for portable developer tools
I'm sharing a different approach to managing developer tools across systems: Problem: Every OS has different packages and versions. Moving between systems means constant tool reinstallation. Solution: dotbins - Download binaries once, version control them, clone anywhere The workflow: 1. Define your tools in a YAML file 2. Run dotbins sync to download binaries for all platforms 3. Store everything in a Git repo (with...
Published on: March 29, 2025 | Source:I built a beautiful open source JSON Schema builder
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Published on: March 29, 2025 | Source:The manager I hated and the lesson he taught me
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Published on: March 29, 2025 | Source:The future of Scala: Pioneering features are now commonplace so what comes next? β’ DEVCLASS
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Published on: March 29, 2025 | Source:Beyond the Basics: Designing for a Million Users
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Published on: March 29, 2025 | Source:Why do most devs still rely on resumes & LinkedIn - when neither was built for us?
Came across this article and it got me thinking... We have portfolios. Repos. Side projects. Blog posts. But 90% of the hiring pipeline still revolves around resumes and LinkedIn - tools that werenβt built for how devs actually work or show skills. I personally got 10x more traction in job applications after ditching my resume and sending a personal micro-site + short video walkthrough of my work. That landed me a Big...
Published on: March 28, 2025 | Source:First C compiler source code from 1972
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Published on: March 28, 2025 | Source:BLE (continuous glucose monitoring sensor Sibionics)
Hello everyone, I want to write a basic application for IOS to work with Sibionics sensors (Chinese and others). Since it is not available in my region. But after the start of development, a problem arose. There are several questions. 1. How to find MAC addresses in a QR code. 2. After connecting, I subscribe to the ff31 characteristic and send the True value to ff32, after which I receive a value, as I understand it,...
Published on: March 28, 2025 | Source:In-App Browsers in Mobile Apps: Benefits, Challenges, Solutions
Mobile apps use in-app browsers to keep users hooked to the app ecosystem and make their experience better. These browsers let people see web content without leaving the app. When users go to external browsers to look at web content, they might get sidetracked by other things. In-app browsers provide users with simple browsing features without all the bells and whistles of a full browser. Cordova InAppBrowser The...
Published on: March 28, 2025 | Source:Getting Started With LangChain for Beginners
Large language models (LLMs) like OpenAIβs GPT-4 and Hugging Face models are powerful, but using them effectively in applications requires more than just calling an API. LangChain is a framework that simplifies working with LLMs, enabling developers to create advanced AI applications with ease. In this article, weβll cover:
Published on: March 28, 2025 | Source:From broke musician to working dev. How college drop-out Ryan Furrer taught himself to code [Podcast #166]
On this week's episode of the podcast, I interview Ryan Furrer. He's a Front End Engineer working on tools that help companies monitor their buildings for energy usage, water leaks, and other environmental factors. Ryan dropped out of college and wor...
Published on: March 28, 2025 | Source:Challenges of Using LLMs in Production: Constraints, Hallucinations, and Guardrails
Large language models (LLMs) have risen in popularity after the release of Chat-GPT. These pre-trained foundation models enable rapid prototyping, and companies want to use this cool technology. However, their probabilistic nature and lack of built-in constraints often lead to challenges once they are out of prototyping mode. Let us consider an example of classifying news articles based on the content in the article to...
Published on: March 28, 2025 | Source:Ansible Security and Testing Tools for Automation
Automation has become the cornerstone of modern IT operations, enabling organizations to streamline processes, reduce manual errors, and improve efficiency. However, as automation grows in complexity and scale, security risks also increase. Misconfigured infrastructure, untested playbooks, and vulnerabilities in automation workflows can expose organizations to significant threats. After my article on using SonarQube...
Published on: March 28, 2025 | Source:Understanding the Importance of Web Accessibility
The process of creating websites and web apps that are usable by individuals with disabilities is known as web accessibility. This encompasses people with a range of disabilities, including: Visual: Low vision, color blindness, and blindness Auditory: Hard of hearing, deaf Cognitive: Memory problems, learning issues Motor: Paralysis, tremors, and trouble using hands An accessible web enables these individuals to view,...
Published on: March 28, 2025 | Source:Real-World Garbage Collection Scenarios and Solutions
If youβre experiencing Java performance problems, where do you start looking for solutions? Is GC tuning really worthwhile? How do you analyze the GC logs to identify and fix bottlenecks? This article looks at some real-life success stories, where organizations were able to achieve dramatic performance gains simply by tweaking GC.
Published on: March 28, 2025 | Source:Why Your Code is Slow: Common Performance Mistakes Beginners Make
Maybe youβve experienced something like this before: youβve written code that works, but when you hit βrun,β it takes forever. You stare at the spinner, wondering if itβs faster to just solve the problem by hand. But you end up looking something like...
Published on: March 28, 2025 | Source:How to Deploy a Restful Web Service on Microsoft Azure App Service
Hey there! , Howβs it going? I hope you're doing well. Whether you're a seasoned coder, a curious learner, or just someone browsing through, welcome to my little corner of the internet. In this tutorial, weβll dive into how you can deploy a web ser...
Published on: March 28, 2025 | Source:How to Set Up a Home VPN Using Tailscale on a Raspberry Pi
In this article, youβll learn how to set up a VPN which you can host on a Raspberry Pi. I am a fan of Raspberry Pis because these small form factor computers are a favourite tool for tinkerers, like me. This VPN will allow you to access your home net...
Published on: March 28, 2025 | Source:Why Mocking Sucks
Developers love mocking. Itβs been a go-to solution for years: Simulate external services, run tests faster, and avoid the overhead of real APIs. But hereβs the truth β mocking is overused and often dangerous. It deceives you into thinking your system is stable, hiding critical failures that only appear when your code hits the real world. APIs change. Rate limits throttle you. Authentication flows break. Your tests...
Published on: March 28, 2025 | Source:AbyssIRC: A modern opensource IRC server written in C# - Long live IRC!
AbyssIRC: A modern opensource IRC server written in C# - Long live IRC! Hey all, r/programming! I wanted to share with you my hobby project that I've been developing in my spare time: AbyssIRC, a modern IRC server written in C#. IRC is not dead, long live IRC! Despite Discord, Slack, and all the other modern communication platforms, IRC continues to be used by many communities. It's simple, lightweight, and it works....
Published on: March 28, 2025 | Source:Security in the CI/CD Pipeline
As development cycles speed up, integrating security into the CI/CD pipeline is essential to embed security checks early and throughout the process to prevent vulnerabilities from creeping into production. This article delves deeper into the technical details, code examples, and configurations to build a robust, secure CI/CD pipeline. A CI/CD pipeline is an automated workflow that streamlines the process of software...
Published on: March 28, 2025 | Source:How to Send Emails in Python using Mailtrap SMTP and the Email API
In this tutorial, Iβll walk you through the process of sending emails in Python using two different methods: The traditional SMTP setup with the built-in βsmtplibβ module. Mailtrap email API via Mailtrapβs official SDK. If youβre unfamiliar wi...
Published on: March 28, 2025 | Source:Using Terraform Moved Block to Refactor Resources
Terraform introduced the moved block in version 1.1.0. This block provides a straightforward way to refactor resources by explicitly mapping old resource addresses to new ones. It significantly reduces the risk of losing state or manually managing imports during renames or moves. In this article, weβll explain what the moved block is and how to use it to streamline resource restructuring for smoother and safer...
Published on: March 28, 2025 | Source:Building a Scalable ML Pipeline and API in AWS
With rapid progress in the fields of machine learning (ML) and artificial intelligence (AI), it is important to deploy the AI/ML model efficiently in production environments. This blog post discusses an end-to-end ML pipeline on AWS SageMaker that leverages serverless computing, event-trigger-based data processing, and external API integrations. The architecture downstream ensures scalability, cost efficiency, and...
Published on: March 28, 2025 | Source:WebAssembly: SpecTec has been adopted
Two weeks ago, the Wasm Community Group voted to adopt SpecTec for authoring future editions of the Wasm spec. In this post, Iβll shed some light on what SpecTec is, what it helps with, and why it takes Wasm to a new level of rigor and assurance that is unprecedented when it comes to language standards. One feature that sets Wasm apart from other mainstream programming technologies is that it comes with a complete...
Published on: March 28, 2025 | Source:The Art of Postmortem
How an individual responds to setbacks defines their character, and the same is true of companies. Authoring a postmortem is the traditional way to learn from failures. The postmortem is a core foundation of company culture. Successful tech companies have rigorous postmortem processes that have been refined meticulously over time. A company that learns from its mistakes will protect an incalculable amount of business...
Published on: March 28, 2025 | Source:Is This Old-School Documentation Style Still Relevant with Git?
Hey everyone, I recently came across some old-school documentation styles in a 30-year-old Command & Conquer C++ source code , see the link on the youtube. In modern development, Git handles version history, and many teams rely on self-explanatory code, Swagger (for APIs) i work with swagger in my controllers , but about other fucntions like repositories , services ect...? , and IDE auto-documentation instead of...
Published on: March 28, 2025 | Source:βAre AI agents ready for the enterprise?β
Deepak Singh, VP of Developer Agents and Experiences at AWS, helps Ryan break down the hype around agentic AI in software development. They cover the definition and real-world functionality of AI agents, how developers can integrate them into existing workflows, and the importance of establishing guardrails to ensure trust and security in agentic AI.
Published on: March 28, 2025 | Source: