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Expose Counter Methods Via Refs In React

Expose component methods via refs with `useImperativeHandle`. Create an interface to share state between components without lifting state up or using context.

Z-Turn Board Bring Up: Initial Setup And Driver Installation

Setting up ZTurn Board V2: Plugged in, powered on, and identified by Windows. Installed CP2103 drivers, now accessing serial console with PUTTY. Next step: exploring PetaLinux 2018.3 and Vivado.

Create MCP Server With Python: A Step-by-Step Guide

Create an MCP server with Python: Define 2 tools (web search & fact-checking), implement using `httpx`, test & debug with `mcp dev` & install on Claude Desktop App client.

LeetCode's 1800+ Array Questions: A Journey Of Patience And Progress

Leet-coding has evolved significantly since 2017. Today's Amazon interviews require DSA, System Design, ML Basics, LLM knowledge & more. Networking can help skip rounds but patience is key. Keep learning & moving forward!

Cyber Kill Chain: Understanding The 7 Phases Of A Network Intrusion

Cyber kill chain framework identifies 7 phases: Reconnaissance, Weaponization, Delivery, Exploitation, Installation (persistent backdoor), Command & Control, and Actions on Objectives (exfiltration).

NetworkPolicy YAML Files: Understanding Egress Rules

np1.yaml & np2.yaml differ by 1 tiny typo! np1 allows DNS traffic on ports 53 (TCP/UDP) OR namespace space2 match. np2 allows DNS traffic on ports 53 AND namespace space2 match, due to single rule with both constraints.

Self-Hosted N8n On Render With PostgreSQL Persistence

Set up n8n on Render with PostgreSQL: deploy, configure persistence & troubleshoot. Follow step-by-step guide to self-host n8n & save workflows & credentials.

Streamline Your Projects With Depcheck: Identify Unused Dependencies

Declutter your code with Depcheck! This magic tool analyzes JavaScript & TypeScript projects, identifying unused packages & missing dependencies. Say goodbye to bloated node_modules and hello to a streamlined workflow!

Implementing A Rate Limiter In Your Application

Implementing a rate limiter in apps prevents abuse & attacks by limiting client requests within a time frame. Use IP, Auth Token, Client ID or User Session as keys to track requests. Python example: `class RateLimiter: ...

Soft Skills Demanded In Software Engineering Jobs

Soft skills are crucial for software engineers due to teamwork, communication & project management demands. Managers & recruiters focus on these skills, freeing devs to concentrate on coding.

Software Engineers' Journey: Curriculum Creation To CThink Project

From TKH's Bridge to Tech program to developing D.A.B pedagogy & cThink web app, a software engineer shares their personal & professional journey. Now seeking first Software Engineering role & inspiring others in tech.

Building A Telegram Bot With Node.js And Telegraf

Build a Telegram bot with Node.js & Telegraf! This comprehensive guide covers project structure, commands (hi, preview, publish), user input handling, session data management & draft system implementation

Creating Telegram Bots With Node.js & Fastify: A Comprehensive Guide

Building a Telegram bot with Node.js & Fastify: Set up env, create config file, implement Redis & UI, combine parts together. Use async/await, ES6 imports & Docker Compose for easy dev environment management.

Lessons From Cryptocurrency Opportunities In Software Engineering

Lü Buwei's story & Bitcoin's early days share common threads: recognizing hidden potential, embracing risks, adopting long-term perspectives & making decisions based on individual judgment.

Python Automates Tableau Server Data Retrieval

Automate Tableau Server access & data retrieval using Python's REST API. Learn how to connect, authenticate & extract views, projects & workbooks with code examples.

Converting Rows To Columns And Vice Versa With Pandas

Convert rows to columns or vice versa using pandas library in Python! Use melt() function to transform rows into columns and pivot() function to do the opposite. Example code included!

Enhance Power BI With Dynamic Show Hide Slicer Panel

Create a Dynamic Show Hide Slicer Panel in Power BI: Use shapes, bookmarks & buttons to empower users to switch visibility of slicer panels, optimizing space & improving dashboard usability.

Improving Code Readability With Type Hints And Constants

Create Excel files with Python's xlsxwriter library by creating 2 sheets & applying formatting options. Improve code with error handling, organization, magic numbers removal & type hints.

Power BI Vs Tableau: When Do You Need A Date Table?

Power BI requires a date table due to DAX limitations, whereas Tableau supports built-in date functions. Create a date table in Power BI using DAX code like `Calendar = ADDCOLUMNS(CALENDAR(...))`.

Setting Up Jupyter Notebook On Windows Server For Remote Access

Install Jupyter Notebook on Windows server using conda or pip. Configure jupyter_notebook_config.py to allow remote access, set password & port. Start server & access via IP address & port.

LLMs Revolutionize Product Development With Multimodal Capabilities

Team uses Large Language Model (LLM) gpt-4o to identify cars in museum exhibit with 350 similar models. KNN search & LLM combo solves image matching problem with 'magical' results.

Building Docker Image & Repository Tooling With Go

Building a Docker image & setting up tooling for our repo. Using go build to create binary, copying it to scratch image. Also setting up Codecov for code coverage, Dependabot for updates & GitHub Actions.

Connecting NodeJS, NextJS & MongoDB With Docker Compose

Set up NodeJS backend & NextJS frontend with MongoDB local db using Docker. Created separate containers for each service, connected via docker-network & defined dependencies in docker-compose.yml file.

Top 10 AI Tools Transforming Software Engineering And Web Dev

Top 10 AI tools: ChatGPT, Claude, Grok for coding & research, Adobe Express for content creation, Midjourney for image generation. Boost your productivity & creativity with these innovative tools!

AI Secretary: Revolutionizing Team Organization With AI-First Workflow

Meet AI Secretary, your 24/7 team assistant! Handles daily check-ins, tracks decisions & guides next steps. Built on Cursor IDE with expert roles & automated docs. Ideal for startups & teams going all-in on AI-first workflows.

Configuring Caddy With Kubernetes: A Step-by-Step Guide

Configuring Caddy as reverse proxy in Kubernetes: demo-api.dango.space responds with 'Hello, World!' and proxies localhost:8080. PersistentVolume & PVClaim created for data persistence.

Asynchronous Programming With Asyncio And HTTPX

Asynchronous Programming with Python's asyncio Library: Write single-threaded concurrent code using coroutines, multiplexing I/O access & implementing network clients/servers with asyncio library.

Vite Vs Webpack: Why Vite Might Just Become Your New Best Friend

Vite smokes Webpack in build times & bundle size! Native ES modules & pre-bundling with esbuild make Vite a joy to work with. Perfect for modern web apps, especially static sites & SSR. Give it a try, your future self will thank you!

Fedora Postgresql Connection Issue

Fedora postgresql connection issue: "Ident authentication failed for user 'postgres'". Tried re-configuring pg_hba.conf, still getting error. Help needed to connect to database and run Django backend commands.

Integrating Brakeman Scans Into Code Editors With Ruby-LSP-Brakeman

Introducing ruby-lsp-brakeman: integrate Brakeman scans into code editors via Ruby-LSP, running asynchronously in the background with inline warnings. Install gem 'ruby-lsp-brakeman' and restart Ruby LSP extension for seamless integration.

Why Nested Ternary Operators Are Problematic In Software Engineering

Nested Canary operators make code harder to read & understand due to complex conditional logic. They can also lead to errors. Consider using lookup tables, switch statements or functions to encapsulate logic for cleaner & more maintainable code.

Free Open-Source Django Website Templates

Here is the summary of the blog post in 250 characters: "Discover open-source & free Django website templates for download. From eLearning to code professional websites, these templates are actively supported & customizable.

Interview Preparation For Software Engineers And Web Developers

Tackling tough work tasks & career transition prep: focusing on interview skills, improving English & Japanese proficiency, non-technical & technical questions for a smooth transition.

Improving Regex Performance With Bounded Quantifiers

Bounded quantifiers in regex improve performance by reducing backtracking & optimize matching. They also increase accuracy, control memory usage & ensure predictable execution time. Use them to create robust & efficient patterns!

ZkVMs: A New Era Of Scalability And Privacy For Ethereum

zkVMs are open-source & free, generating value through a prover marketplace where reliable provers will become essential as demand grows. Risc Zero's Zeth enables proofs for L2s and represents a step toward long-awaited light client implementations.

ASL Practice App Proof Of Concept In Software Engineering And Web Dev

AI-powered ASL quizzes & learning content on YouTube. Custom MediaPipe Gesture Recognizer & top-performing Kaggle ASL model used for finger spelling & vocabulary practice.

Software Developer Without Degree Possible

Build projects, learn 1 lang/framework at a time. Inexperience is an advantage with the right team & support. Start ASAP & consider courses like Codecademy to become a software dev!

Exploring Memoryless MSAA In Metal

Optimize Metal app memory usage by using memoryless render targets. Set `resourceOptions` to `.storageModeMemoryless` and substitute auto-created in-memory color render target. Reduce memory usage & improve performance.

Building A Bluesky Bot With Langflow Integration In 5 Steps

Set up Node.js project, install @bluesky/bot & Langflow dependencies. Configure .env file & define bot.js behavior using getLangflowResponse function. Integrate with Langflow flow, test & deploy your Bluesky bot!

Mastering OOP Principles In Software Development

OOP in 4 key principles: Abstraction (hide implementation), Encapsulation (protect internal state), Inheritance (share common behaviors) & Polymorphism (take on multiple forms). Learn with Swift examples!

AT Protocol: Decentralized Network For Social Applications

Discover the AT Protocol, an open decentralized network for social apps like AzSky & ATFile. Differing from ActivityPub, it offers features like discoverability & account portability. Explore 20+ applications built on ATProto!

Ruby Gem For Pricing Digital Products Based On Purchasing Power Parity

Published Ruby gem `geo_ppp` calculates digital product pricing based on user's purchasing power parity, adjusting prices according to local costs. Source code available at https://github.com/warunacds/geo_ppp

Optimized Solution To Set Matrix Zeroes In O(1) Space Complexity

Optimized solution to set zeros in a matrix. Use two boolean vars to track first row & col with zero, then iterate through rest of matrix to mark rows & cols with zero.

Lessons From Ariane 5: Reuse With Caution And Test Thoroughly

Reusing code without validating context can be catastrophic. Ariane 5's $500m failure was due to a tiny numeric conversion bug. Learn from their mistakes: validate reused code, test edge cases & handle numbers with precision.

Designing Business-Agnostic UI Components: Principles & Best Practices

UI components should be business-agnostic to meet various needs. Use natural characteristics like color attributes instead of complex types.

Building A GoLang Based Toy REPL With Makefile Automations

Building a toy REPL in GoLang with go-repl library, creating a Makefile for automations & implementing basic commands like help, hello & quit. Next up: tweaking the REPL for DBChat concept.

Designing A Serverless Game Notification System With AWS Lambda & SNS

Designed a Games Notification system on AWS using serverless architecture: AWS Lambda, SNS & EventBridge. Integrated with external API for data retrieval & sent notifications via email. Successfully implemented automated game notifications!

Azure AI Foundry: Build, Deploy & Manage AI Solutions Responsibly

Azure AI Foundry is a cloud-based platform for building, deploying & managing AI solutions with innovation, scalability & ethics. Key features: data prep, model dev, deployment & monitoring. Sign up on Azure portal to get started!

Data Independence In Relational Databases Explained

Data independence in relational databases allows for separation of schema and application, making it flexible & easier to maintain. Relational model provides physical & logical data independence, unlike navigational models which lack this feature.

Arduino Rotary Encoder Tutorial: Timing And State Machines Explained

Rotary encoder timing can be tricky! Reading from mechanical contacts needs interrupts, bookkeeping & ignoring invalid states for stable direction detection. Life is indeed messy, just like copper contacts.

IOS Browser Bugs Break Disqus: Patching Reqwest Fixes Issue

Discovered 2 iOS browser bugs at Disqus: suspended events causing login issues & onreadystatechange events firing multiple times, resulting in repeated content. Patched Reqwest XHR library to fix issues.

Enabling Full Content RSS Feed In Astro Blog With Working Images

Reviving my Astro blog's RSS feed was a journey. Fixed method name in endpoint definition, sorted & capped posts, used Astro Containers for full content rendering, and finally set build.assetsPrefix for absolute image URLs. Now it works! 🎉

Setting Up RTK Query With JSON Placeholder API

Integrating RTK Query with JSON Placeholder API: Create React app, install `@reduxjs/toolkit` & `react-redux`, set up Redux store, create API slice, use hooks in components, configure caching & manually refetch data.

Getting Started With Google Gemini API For Beginners

Get started with Google Gemini API! This AI tool adds intelligence to your projects. Set up an account, generate an API key, install necessary tools & write your first AI program. Learn from a beginner's guide and explore creative applications!

Mastering React Router V7: Scalable & Maintainable Apps

Build scalable & maintainable React apps with React Router v7! Set up projects, configure routes, manage data, render flexibly & enhance user experience. Plus, learn styling with Tailwind CSS for rapid dev of responsive UI components.

Type-Safe Monetary Library For JavaScript: @smilingsloth/money-utils

Type-safe & immutable JavaScript library for handling monetary values. Prevents costly mistakes with TypeScript's type system & simplifies code reasoning with immutability.

Go Huma API Versioned Documentation Setup

We can have separate documentation for each version in Go Huma by setting the docs path like this: `config.DocsPath = "/{version}/docs"`. Middleware can get the version from the path and load the description used in the docs.

Efficient Data Processing With Node.js & TypeScript Pipeline Pattern

The Pipeline Pattern organizes data processing into stages for modularity, reusability, scalability & extensibility. Ideal for ETL ops, middleware chains & stream processing. Implement in Node.js with TypeScript for efficient data transformation.

Streamlining Access Control With Permit.io & Couchbase

Integrating Permit with Couchbase provides robust access control in critical applications. Couchbase achieves ISO 27001, ISO 27017 & ISO 27018 certifications for global information security standards.

NameWiz: AI-Powered Name Generator For Your Next Big Idea

Introducing NameWiz, an AI-powered name generator using GitHub Copilot & GPT-4. Easy & fun naming for your next big idea! Try it out: NameWiz on Streamlit

Boost Your Terminal Productivity With Oh My Zsh & Powerlevel10k

Transformed my terminal with Oh My Zsh, Zsh Autosuggestions & Powerlevel10k: boosted productivity, enhanced visuals & tailored workflow. Follow steps in this article to set up on macOS and revolutionize your command-line experience!

Hyper-Personalisation In Marketing: 2025's Norm

AI integration boosts creativity and dev efficiency in 2024. 2025 predictions: hyper-personalization in marketing, AI's eco-impact assessed via ESG, tighter regulations, and expanded use cases post-EU AI Act.

Understanding JavaScript Promises In 60 Characters

Mastering JavaScript Promises simplifies async code handling, avoiding 'callback hell'. Understand Promise states (Pending, Fulfilled, Rejected), methods (then(), catch(), finally()), and use cases like chaining and error handling.

Asynchronous JavaScript: Callbacks, Promises, Async/Await Explained

JavaScript is single-threaded, but uses async programming for I/O ops like API requests or file reading. Async/Await simplifies writing async code, replacing callbacks & making Promises more intuitive.

Mobile Developers Face MongoDB Atlas Device Sync Deprecation

MongoDB deprecating Atlas Device Sync & SDKs, forcing devs to migrate by Sept 2025. Consider Couchbase Mobile as a reliable alternative with schemaless flexibility, SQL support, and offline-first capabilities.

Big Data Market Valued At $307.51 Billion In 2023

Big data market valued at $307.51B in 2023, projected to reach $924.39B by 2032. Generative AI & low-code/no-code solutions driving industry growth.

Optimize Your IDE With VS Code Shortcuts

A true Programmer is one who releases the Mouse. Master VS Code shortcuts: code . opens project, F1/ Ctrl + Shift + P = Command Palette, # searches symbols, > runs commands, @ breaks down symbols in file, Ctrl + Shift + O jumps to symbol.

Cerbos: Open-Source Authorization Platform For Simplified Security

Cerbos is an open-source authorization platform with policy-based decision points & SDKs for popular languages & frameworks, making it a flexible way to manage authorization rules.

Unlocking React Router V7: Routes As API Endpoints With JSON Responses

React Router v7 routes aren't just for UI components! They can return JSON responses or any valid MIME type, making them true resource routes. Use `new Response()` and `JSON.stringify()` to create API endpoints.

7 Python Libraries For Data Visualization: Choosing The Right Tool

Choosing the right library is key to effective data visualization. Master multiple libraries & combine them for comprehensive data stories. Consider audience, data type & stay up-to-date with new developments.

Colorful CLI Tools With Python's Colorama & Rich

Give your CLI tools some personality with Python libraries like colorama & rich! Add color, bold text & style to improve usability, readability & make it fun. Try combining them for a dynamic CLI experience!

Reaching 1000 Code Snippets In Software Engineering Repo

The Sample Programs repo has hit 1,000 code snippets after 7 years, with 37 types of programs & 154 languages, including popular & obscure ones like Rust, JavaScript & Commodore Basic.

Separate Services For Better Performance, Security & Scalability

Separate critical components like database, queue & cache services into distinct servers for improved performance, scalability & security. Aligns with 12-Factor App's Backing Services principle.

HederaCon: Web3 Conference & Developer Gathering

HederaCon: Our inaugural user conference happening Feb 25, 2025 in Denver, CO. Join us alongside ETHDenver for industry-wide thought leadership sessions & hands-on technical topics on AI, tokenization, scalability & more.

Triggering Animations Based On Scroll Direction And Section Navigation

Trigger animations based on scroll direction & section navigation with `useSection` hook. Manage global state with zustand, watch section changes & create custom hooks for seamless transitions.

Mastering Big O Notation For Efficient Algorithm Performance

Big O notation measures an algorithm's performance scaling with input size, comparing efficiency between algorithms. Common time complexities: Constant (O(1)), Linear (O(n)), Quadratic (O(n^2)) & Cubic (O(n^3)). Nested loops multiply time complexity!

Competitive Programming Tools For Efficiency And Speed

Competitive Companion & Snippet Generator boost productivity for competitive programmers. Extract problem data with 1 click & reuse code snippets for faster solutions.

Quantum-Inspired AI For High-Frequency Trading

Quantum-Inspired AI boosts HFT profitability, risk management & security with real-time data analysis & parallel processing capabilities, enabling faster decision-making & fraud detection.

Understanding Greedy Algorithms: Locally Optimal Solutions

Greedy algorithm: makes locally optimal choices, hoping for global optimality. Key characteristics: efficient time complexity, may not always produce globally optimal solution unless problem guarantees correctness.

Tech Jobs Radar: Visualizing Top Tech Positions Globally

Visualize top tech jobs globally with Tech Jobs Radar: https://jobs-radar.com Explore FAANG jobs in Europe, company & country filters, and search by title. A snapshot of open positions on a map, aggregated by zoom level.

2024 Vonage Developer Recap & New Network Enablement API

Happy New Year! 🎉 We're proud of what we've accomplished in 2024: launching Network APIs, improving Communication APIs & SDKs, and creating valuable content for your journey. See you in 2025! 💜

Mastering Docker Compose In 60 Characters

Learn to define, build & orchestrate services, networks & volumes with Docker Compose. Simplify multi-container apps, manage lifecycles & enable seamless container communication.

What Are Bind Mounts? How Docker Containers Interact With Host Files

Bind mounts allow specific host files/directories to be mapped to container files/directories, enabling seamless interaction between host & container. They're flexible, support direct modifications & can't be used in Dockerfiles.

Docker Volume Management: A Comprehensive Guide

Docker volumes persist container data & offer a clean abstraction. Key features: storage location, Docker management, resilience & ease of use. Use `docker volume create`, `ls` & `inspect` to manage.

Dockerfile Instructions Explained

Dockerfile is a text doc with build instructions for Docker images. It's composed of read-only layers, each layer corresponding to an instruction like FROM, LABEL, or RUN. Docker automatically creates images by interpreting these instructions.

Docker Container Images: Essential Concepts And Best Practices

Docker container images are at the core of containerization technology, enabling efficient & scalable app deployment. Manage Docker images using Docker Hub, a central repository for storing public & private repos.

Docker Networking: Connecting Containers And Host Machine

Docker Networking: Containers & Host Machine Connection. Docker uses bridge, overlay networks & CNI for container communication. Create custom networks for specific purposes & use essential Docker commands to manage & inspect networks & containers.

What Is Software Engineering And Web Development?

The `User` model handles CRUD operations for the "users" table, providing a simple interface for interacting with user data. It uses PDO connections established through the `Database` class.

Dynamic Flex Direction Adjustment Based On Language

Dynamic Flex Direction Hook Use `useFlexReverse` hook to automatically adjust flex direction based on language (RTL/LTR). Returns "flex-row-reverse" for English & "flex-row" for Persian & others. Simplify localization with this reusable hook!

Docker Containers Boost App Efficiency And Portability

Containers offer efficiency, consistency, portability & scalability for modern app deployment. They're lightweight packages with code, runtime, tools & libraries, stored on Docker Hub.

ArtenoAPI: All-in-One Solution For Web Developers

ArtenoAPI is an all-in-one solution for web devs, offering features like translation, IP geolocation, QR code generation & more. It's cost-effective, beginner-friendly & has a free plan available on RapidAPI.

What Is Pagination In Software Engineering?

Pagination solves API slowdowns by splitting data into smaller pages, making APIs faster & applications smoother. It's like dividing a bookshelf into sections instead of searching through the entire shelf.

13 Tips For Writing Better Vue Composables

Use Composition API for Vue development. Return simple or complex values based on needs. Separate logic paths into functions. Handle reactive & raw values consistently. Simplify ref unwrapping. Migrate from Options API to Composition API gradually.

5 Mind-Blowing Pieces Copilot Prompts To Boost Dev Productivity

Try these 5 dev-friendly Copilot prompts: What's the issue I need to look at? How can I implement this issue in this project? What was the documentation I was reading? Translate this code into Python. How can I fix this code?