Land high-paying coding jobs as a beginner by mastering in-demand skills like full-stack dev, data science & machine learning. Build a portfolio, gain hands-on exp & ace interviews!

What is your question about the provided text? Do you want me to explain a specific feature of Markdown or provide an example of how to use it?

Built a search engine for devs with Rust, Actix, Elasticsearch & React/Next.js. Overcame slow searches by disabling "track_total_hits", blocked malicious users with Fail2Ban and fixed Adsense issues with responsive ad sizes.

Weighted Random Algorithm: Select items from a collection based on their weights (probabilities). Used in computing, data processing, game development, load balancing & recommendation systems to prioritize content.

Renew Planning: A web app for Personal Growth, Habit Formation, Goal Setting & Life Transitions. Developed with GitHub Copilot, assisting with coding, debugging & user experience feedback.

Python's dominance continues in 2025 with top open-source projects like FastAPI for APIs, PyTorch for ML, Pandas 2.0 for data wrangling & Django 5.0 for web dev. Don't miss these game-changers!

Efficient PowerShell dev env: 2 local folders (Utilities & Business) store custom modules. Profile script imports all modules on load. VS Code extension provides IntelliSense & debugging. Productivity boost with Windows Terminal utilities.

Staying on top of AWS updates: I prioritize services I use, read headlines for unfamiliar ones, and verify region availability before committing to a new service. Prudent evaluation is key to avoiding unnecessary costs & complexity.

SOLID principles in NestJS ensure maintainable & scalable code. SRP separates concerns, OCP allows extension, LSP enables service swapping, ISP splits interfaces, and DIP decouples classes from dependencies for simplicity & extensibility.

Quantum PHP 1.0 introduces Module Generation, Pagination, & FileSystem Library with Google Drive adapter for seamless file management. Mailer Helper Method simplifies email composition. Implement TokenServiceInterface for token-related operations.

AI tools like GitHub Copilot & ChatGPT4 can enhance creativity & accessibility in crochet development, but human oversight is still necessary for complex tasks like debugging.

Tag inputs boost user interaction, streamline content org & improve nav with autocomplete & suggestions, making them essential for efficient & user-friendly interfaces.

Thriving in open source and coding challenges helped me balance university with self-taught programming. Focus, consistency, and mentoring others were key. Pursuing software engineering career with .

Introducing Innovated - a cutting-edge portfolio management system for developers. Stay updated, focused & organized with live sessions, seminars & webinars. Boost productivity & growth in one place! 🚀

Cody AI boosts developer productivity with real-time suggestions, error fixing & doc generation. Key features include code gen, error debugging, cross-codebase search & multi-language support.

When a ciphertext is truncated, use `openssl` with `-d` option & specify IV & key to decrypt. Alternatively, keep last 2 blocks of original ciphertext or remove garbage blocks using `dd`.

Peer dependency errors happen when lib deps don't match project versions. Fix with npm install, manual install or --legacy-peer-deps flag.

Get started with Next.js without breaking the bank! Introducing NextUpKit: a $20 lifetime access boilerplate with pre-built components, authentication, payments & more. Perfect for indie devs, freelancers & beginner devs!

First Principle Thinking: Describe problem, ask 'what' & 'how', write down thoughts, and use 'why' to find root cause. Constantly asking 'why' helps dig into problems.

Scale your app with KEDA & AWS SQS! Install KEDA, create ScaledObject & TriggerAuthentication, deploy app & test scaling by adding messages to SQS queue. 2 auth methods: IAM User Credentials or TriggerAuthentication.

Hyrum's Law: Don't assume APIs always work as expected. Consider implementation details & limitations to ensure stable & maintainable code.

Design social media graphics in 10 easy steps: choose tools, know your audience, pick dimensions/colors/fonts, add logo/branding, use high-quality images & text overlays, then test/refine for max engagement!

Mastering data types in Java: use single quotes for char, append 'f' to float, L suffix for long outside int range & beware of implicit type-casting pitfalls.

TS1060: The first parameter of the 'then' method of a promise must be a callback. Fix by passing a function, not a string or other non-function value. Example: `myPromise.then((result) => { console.log(result); });

Interrupts handle high-priority tasks while callbacks execute code after events occur. They differ in purpose but often used together in embedded systems.

Developing database projects is a valuable learning experience for students, teaching complex data structures & problem-solving techniques. Here are 20 unique database project ideas for students to level up their skills.

Top object storage solutions for devs in 2025: Amazon S3, Google Cloud Storage, Azure Blob Storage, Backblaze B2 & Wasabi Hot Cloud Storage. Choose based on cost, scalability, integration & control needs.

Overloaded methods in PHP, inspired by Java & C#. Call methods with different params: `$userRepository->add('Michael', 'Jordan', 23);` or `$userRepository->add(new User("Micheal", "Jordan", 23));`. Get it on GitHub!

Decorators in Python: Add extra functionality to classes & functions w/o altering initial code. Think @login_required in Flask. A decorator is a func that takes another func as an arg & wraps it with mods.

95.9% of top million websites have accessibility errors, including low color contrast & missing alt text. Let's prioritize accessibility to make a difference for users with disabilities.

Frontend devs taking on backend tasks? Assess project needs, ease of integration, scalability & cost. Go-to tools: Supabase, Firebase, PocketBase, Strapi & Node.js with Express.

Google App Engine (GAE) is a cloud-based platform for building web apps with autoscaling properties. It supports various languages & has migration options from Gen1 to Gen2.

Building a Domain Name Generator with AI: Our Journey So Far

Rust's From, TryFrom, Into & TryInto traits explained: convert between types with ease! Implement conversion using impl From<T> for U or impl TryFrom<T> for U. Learn more about the pros & cons of using impl Into<T> in function parameters.

Web searches raise significant privacy concerns as personal info is collected & monetized. Oasis Network's Sapphire & ROFL technologies offer a promising solution for privacy-preserving web searches, protecting user queries & data from exposure.

Interact with APIs in Python using `requests` library! Make GET, POST, PUT, DELETE & PATCH requests with ease. Returns response objects for useful info on each request.

Maybe the end of Season 2? Latest newsletter discusses economics, censorship, wild science & more. Read Issue now: https://markjgsmith.substack.com/p/maybe-the-end-of-season-2-issue-198

Enable PostgreSQL logical replication for real-time data syncing between databases, ensuring high availability, performance & flexibility. Set up hot standby mode, publications & subscriptions for specific table replication.

UploadThing simplifies file uploads in Next.js apps with type-safe APIs, intuitive React integration & robust security features like access controls & URL signing.

Loops in C++: For, while & do-while loops execute code multiple times based on conditions. While Loop: executes as long as true, Do-While Loop: at least once then checks, For Loop: specified number of times.

Build a simple CRUD banking app with Spring Boot: define `Account` model, `AccountRepository`, `AccountService`, & `AccountController`. Use Swagger for testing. Run with H2 db & explore at http://localhost:8082/swagger-ui/index.html

Solved LeetCode 73: Set Matrix Zeroes in O(1) space complexity by marking first row & column as markers, then updating matrix accordingly.

Middleware attaches user to request object in Node.js/Express, making it accessible for role-based access control. `userIsAuthenticatedMiddleware` checks token validity and sets `req.user` if authenticated.

Developers need concrete tools to measure benefits & manage expectations, not just marketing claims. Tech companies should provide transparent metrics & reporting tools to prove their gains.

Penetration testing simulates real-world attacks to identify vulnerabilities in systems & networks. Choose from black box (unbiased), white box (comprehensive) or grey box (balanced) methodologies for effective results.

This Kubernetes StorageClass defines a hybrid storage solution using Proxmox and hCloud volumes, allowing for volume expansion and deletion upon reclaim.

Install Loco Rust web framework with Cargo: `cargo add loco`. Create new project: `loco init`. Define routes & run server: `loco serve`. Test API with `curl` commands.

Auto-updates can be convenient, but changing familiar software can consume resources & cause frustration. Some companies force updates by disabling older versions or hinting at "improved performance" or security. Is it really necessary to upgrade?

TypeScript Deep Dive: Mastering DeepStrictOmit, DeepStrictPick, and DeepStrictAssert for robust type safety in complex nested objects.

Use a VPN to bypass Google Veo 2 AI geo-restrictions. Choose a reliable VPN like ExpressVPN, NordVPN or Surfshark & follow simple steps to securely connect to a country where it's available.

Search-o1 combines large language models with web search, enhancing reasoning capabilities & achieving superior performance on complex tasks. Autonomous search behavior without human intervention.

New RpGAN method improves AI art generation speed & quality, reducing training time while maintaining high-quality outputs & increasing diversity in generated images.

Vinnifinni SaaS platform offers instant loans against purchase orders in 15 minutes, low interest rates & zero data leakage. Revolutionizing vendor financing in India with end-to-end automation.

Reflecting on my first year as a freelancer, I learned valuable lessons about managing finances, combating loneliness, dealing with difficult clients & maintaining work-life balance. Here's what worked for me: https://example.com/blog-post

Variables in JavaScript: A Beginner's Guide Let & Const for changeable & constant values, Var is outdated. Use let for changing values, const for constants. Avoid var unless necessary.

Create a morphing effect in 3D graphics on Android with OpenGL ES. Learn shader construction, color effects & integration with the Android platform. Key code snippets included.

The + operator in Java performs arithmetic operations with numbers and string concatenation, but can lead to compilation errors or unexpected results when used incorrectly.

Fine-tune large language models efficiently with PEFT & LoRA! Update small task-specific params, adapt pre-trained models to new tasks w/ minimal overhead. Follow our step-by-step guide for optimal results!

Streamline your Django backend with our tutorial on mastering Django Admin! Learn to simplify management, access & set up admin interface, manage models & customize the backend for better control. Perfect for beginners & developers!

PSR-6 is a PHP standard for caching, defining an interface for storing & retrieving data in a cache layer, decoupling app logic from underlying caching mechanism. Key features include Cache Interface, Cache Store, Cache Item, and Cache Pool.

PSR-4 autoloading makes manual file requires a thing of the past! Use namespaces as your code's GPS system to locate classes, set up Composer with namespace mapping & follow best practices for directory structure & class naming conventions.

Recently, I helped a team migrate from Monolog to custom logging and realized the importance of standardized logging with PSR-3. It ensures all logging libraries work in a similar way, making it easy to switch between them.

BLoC design pattern separates business logic from Flutter app UI, making code more maintainable & testable. It uses streams to manage state & makes apps reactive.

Implemented auth system in Node.js with Express.js, MongoDB & bcrypt.js. Covers registration, login, logout & uses JWT tokens for session management. Follows best practices: password hashing, secure user access & robust database setup.

Load balancing Node.js apps with Nginx distributes traffic across multiple servers, enhancing perf, avail & scalability. Configure upstream servers, customize load balancing methods & test/reload Nginx for seamless user experience.

Discover new tools & resources in software engineering! WeeklyFoo's top 10 picks: SQLite fun facts, Bun with S3 support, productivity apps, and more! Sign up for the newsletter to get them delivered straight to your inbox!

Community-run alternatives to swapi.dev: Simplr SW-API (https://sw.simplr.sh), Swapi.info (https://swapi.info/), Swapi.tech (https://swapi.tech/) & more. Forever free, ultra-low latency services available.

Day 6 of C++ journey covered conditionals: if, else, else if, and switch statements for handling different scenarios based on conditions.

Quick Sort outperforms Heap Sort despite similar O(N log N) time complexity due to better cache efficiency, smaller overhead & adaptive pivoting. Quick Sort: O(N log N), O(log N) space. Heap Sort: O(N log N), O(1) space but slower.

Building a modern API with Python's FastAPI and deploying it on AWS using CDK v2. From local dev to cloud, learn how to create a simple football player info API.

Setting up a Vite project with Server-Side Rendering (SSR) involves choosing the "react" template & selecting SSR as an option, then integrating React Query, React Bootstrap & React Router, and configuring development & production environments.

Merging multiple PDF files into one with Python: create a CLI tool using PyPDF2 & click to automate the process, excluding specific dirs like .venv & .git.

1. Create a Dockerfile for FastAPI 2. Write the FastAPI Application 3. Start the Services 4. Test the FastAPI Service

Cut AWS costs with these 8 strategies: Understand billing, rightsize resources, utilize elasticity, leverage cost-effective storage, optimize data transfer, monitor & optimize networking, use discounts & automate cost optimization.

Visualize your project goals & timelines with Roadmap Creator! Drag-and-drop functionality, customizable nodes, export options & collaborative features make planning a breeze. Try it now: roadmap-creator.com

Front-end engineers often focus on front-office development, but mid-to-back office work is just as crucial. Clarifying the differences between "front office", "mid-office", and "back office" can help bridge the gap in understanding.

WebAssembly (WASM) boosts frontend dev with near-native speeds, cross-language support & enhanced security, perfect for React devs to offload compute-intensive tasks without sacrificing UI simplicity.

Solana's thriving! Real developers are in demand due to crypto's market revival. Build NFTs, seamless account systems, DeFi apps, DEXes, grid trading bots & token launchpads on Solana's scalable platform!

Startups succeed in 2025 by creating resonant content, partnering for innovation, leveraging AI & automation, using data analytics, building scalable & sustainable websites, and engaging users through interactive designs.

Create a Mac tool for fixing grammar in selected text using TypeScript, AppleScript & Automator: Set up a new TypeScript project, write code with OpenAI API, bundle & integrate with Automator & assign a shortcut.

Content recovery notice: You have unsaved content due to abrupt shutdown. Recover last save.

Git init` creates a new project. Add remote repo with `git remote add origin`. Check status with `git status`, commit changes with `git commit -m`, push to remote with `git push -u`. Fetch and pull updates from remote with `git fetch` or `git pull`.

Focus on solving problems, not language supremacy. Great devs adapt, learn & solve creatively, not get stuck in linguistic tribalism. Learn multiple langs, understand paradigms & core CS principles. Be open to new tech & approaches.

Metrics are more than just numbers - they're the compass guiding strategic decision-making in software development & business management. Track performance, identify improvement opportunities & make data-driven decisions with the right tools.

Scaling search & learning in RL is crucial for unlocking AI potential. Combining robust policy initialization, well-designed reward systems, effective search algorithms & iterative learning processes can achieve superhuman performance.

Think critically, break down challenges, and craft efficient solutions. Key steps: understand the problem, break it down, choose a strategy, write pseudocode, code & test, refactor & optimize. Develop a problem-solving mindset in programming.

Create serverless apps with DuckDB using CDK. Persist data in memory to files for Lambda functions & build code during release process. Organize project structure carefully to avoid issues.

Estimate dev time by considering 2 sides: User Facing Problem (solve user roadblocks) & Tech Facing Problem (understand current tech state). Add buffers for legacy or unstable components & conservative estimates for well-maintained ones.

.NET 9 is like a phone upgrade: better battery (performance), improved features, but no mind-blowing changes. It focuses on usability & subtlety with LINQ upgrades, UUID Version 7, HTTP/3 support & more.

Discover 8 popular blogging platforms that allow content publishing via API: Medium, Ghost, Dev.to, Hashnode, Tumblr, Notion, Typepad & Substack. Choose the right platform for your audience and automate your content publishing process.

Save PDFs on iOS with Shortcuts: create a new shortcut, add actions for shared content, generate PDF, save to a specific path & filename, and open in Files App for easier management.

Create a new Shortcut on iOS, add text action with JSON template, HTTP request with API key & URL, and save & test to post articles to Dev.to from your iPhone.

Generate Open Graph images for social media sharing with Playwright & Django. Set up model, view, URL pattern & background task to create branded-looking pages.

Choose vertical scaling for small apps with low traffic & immediate perf boosts. But for scalable & fault-tolerant solutions, go horizontal & add more servers to distribute the workload.

Mastering `net/netip` in Go: Validate user input as valid `AddrPort`, avoid zero value issues & optimize performance with `AddrPortFrom`. Follow best practices for string representation, integration & more.

Mastering `net/netip` in Go: Immutable `Addr` type ensures safety & efficiency, no heap allocations, fast comparisons. Use `MustParseAddr` with caution & avoid mixing `net.IP` & `netip.Addr`. Optimize network programming with `AddrPort`!

Cody AI assistant boosts dev productivity with code understanding, generation & fixes, language support & intelligent assistance. Enhances coding efficiency & improves code maintainability.

Create an iOS Shortcut to upload Markdown files to GitHub using the GitHub API. Prepare a Personal Access Token, encode content in Base64, construct the API URL & request body, then send the request.

Explore GitHub Copilot extensions like Docker, LambdaTest & Mermaid Chart to boost your coding skills! Which ones have you tried? Let's chat about it!

Building a simple API with OpenAPI, oapi-codegen, Testify & more. Creating an OpenAPI spec for a user endpoint, generating code with oapi-codegen, and writing tests with Testify.