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Resize and Pad AI Images for Social Media Aspect Ratios with HTML5 Canvas
AI-generated art often outputs standard 1:1 or 16:9 aspect ratios. Adapting these images for social platforms (Instagram 4:5, YouTube Banners, Twitter Headers) without awkward cropping requires canvas padding and blur backgrounds. Creating a Blurred Padding Backgroundfunction resizeWithBlurredBackground(sourceImg, targetWidth, targetHeight) { const canvas = document.createElement('canvas'); canvas.width = targetWidth; canvas.height = targetHeight; const ctx = canvas.getContext('2d'); /
Building a Sub-Second Resume Parser and ATS Diff Engine
When applying for engineering roles, automated applicant tracking systems (ATS) often silently reject candidates due to parsing blockers like multi-column layouts, missing quantitative metrics, or non-standard font embeddings.To fix this latency bottleneck, I built MyRizzume (https://myrizzume.me) — designed to parse and score resumes end-to-end in under 1,000ms. What it checks:Layout Integrity: Validates that column and table layouts won't merge or scramble text during ATS ingestion.Action
I Scraped 100 Formula 1 Matches — Here Is What I Found: Slow start makes me want to stay Norris extends McLaren deal to
I Scraped 100 Formula 1 Matches — Here Is What I Found: Slow start makes me want to stay Norris extends McLaren deal toTL;DR: 800 words, verified against F1.com, ESPN and RaceFans reporting before writing. `html In Melbourne on the opening weekend of the 2026 season, Lando Norris finished fifth and out of touch Continue reading: Slow start makes me want to stay Norris extends McLaren deal to 2030 The Data Behind the StoryEvery major formula 1 event generates thousands of data points i
How I Built a Real-Time Sports Stats Tracker: Groom seeks helicopter from wedding to play at Lords
How I Built a Real-Time Sports Stats Tracker: Groom seeks helicopter from wedding to play at LordsTL;DR: Verified the story before writing — its real. Key details confirmed across the Village Cup site, Blackheath CC, Chad/Worksop Guardian and the Piers Morgan donation coverage. `html Peter Melhuish will Continue reading: Groom seeks helicopter from wedding to play at Lords The Data Behind the StoryEvery major sports event generates thousands of data points in real time — performance i
Stop Poisoning Your React Server Components | 2026 Guide
The Silent Killer of Next.js Performance: Component PoisoningIn the modern React ecosystem, specifically within Next.js and the new paradigms introduced in React 19, the distinction between Server Components and Client Components is the most critical architectural concept to master. Yet, it is also the most frequently misunderstood.If you have ever imported a React Server Component directly into a Client Component, you have inadvertently "poisoned" your application. This silent performance
Build an Amazon Review Analysis Pipeline with Node.js
Review analysis becomes useful when every theme can be traced back to its evidence. A count such as “23 durability complaints†is incomplete without the ASIN, variation, marketplace, rating, review date, and the text that matched the rule.This tutorial builds a Node.js pipeline that collects controlled review samples, keeps missing fields explicit, applies an auditable keyword taxonomy, and outputs both aggregates and supporting records. Design the Sample Before Calling the APIThe Amazon Re
React Form Actions Need Abortable Email Checks
Fast signup flows feel broken when an old email check finishes after the user has already moved on. The fix is not more spinners. It is an abortable path from React to Node.js with clear receipts. Why stale email checks still slip into good React appsOne of the most common signup bugs I still see is not a dramatic crash. It is a quiet mismatch. The user types an address, pauses, changes it, and the UI renders the result from the older request because that fetch came back last. The form look
How I Built a Compound Interest Calculator Without Any Backend
While working on a side project recently, I needed a way to help users quickly understand how their savings could grow over time. Nothing fancy — just input a principal, an interest rate, and a timeframe, and see the future value. But here's the thing: I didn't want to spin up a server, manage a database, or deal with API rate limits. I wanted something that would work instantly, even on a slow connection, and that wouldn't cost me a cent in hosting.So I built a compound interest calculator that
Generate Conventional Commits from your terminal using AI (Zero Setup)
Writing clear commit messages following Conventional Commits (feat:, fix:, chore:...) can get repetitive and slow down development workflows.To solve this, I built ai-commit-pro-cli, a lightweight CLI & Web tool that reads your staged git diff and instantly generates standardized commit messages and PR summaries. âš¡ Quick Start (No install needed)Inside any Git repository with staged changes, just run:bashnpx ai-commit-pro-cli
HOW TO DEV - Learn NEXTJS - https://howtodev.vercel.app
<p>A personal, security-first reference for structuring Next.js and Rails applications — documented with real code, real trade-offs, and nothing hidden. Current release: How to Dev v1.0.<br><a href="https://howtodev.vercel.app" rel="noopener noreferrer">https://howtodev.vercel.app</a></p>
AI-Driven Workflows for Frontend Developers — The Practical 2026 Guide
Most "AI workflow" posts are either pure hype or pure dismissal. This one is neither.I wrote a practical guide covering the exact workflow I use — which tool for which job, 5 copy-paste prompt templates, and what AI gets dangerously wrong. Here's the short version. The tool splitNo single tool wins everything. Here's how the work gets divided in 2026:GitHub Copilot — daily inline completionsCursor — React/Next.js daily driver, Agent mode for multi-file workClaude Code — large refactors, com
Bug Blindness
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Architectural Breakdown: What 100% Test Coverage Missed: State Across Google ADK A2A Boundaries
What 100% Test Coverage Missed: State Across Google ADK A2A BoundariesWe had 100% test coverage. Every line of code was exercised. Every edge case was mocked. The CI pipeline was green for 90 days straight. Then we deployed to production and watched our agents lose state like a sieve.This is not a story about testing. It is about the lies we tell ourselves in development. The Illusion of In-Process TestingOur test suite ran all agents in a single process, where state was passed as Pyt
Highest-ever ocean temperature measured as powerful El Niño forms
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Lawmakers added $1 to car insurance policies. That money paid for Flock cameras
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Defrag98: Windows 98 Disk Defragmenter Simulator Online
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5 Awesome (FREE) React UI Libraries to Use in 2026
You don't need to spend $299 on a premium UI kit to build a production-quality React application. The open-source React ecosystem in 2026 offers component libraries that rival - and often surpass - commercial alternatives.Here are 5 free, MIT-licensed React UI libraries that are actually worth building on. No trial periods. No feature gates. No "contact sales for pricing." 1. Ninna UI - Zero-Cost, Zero-RuntimeLicense: MIT · Cost: $0 forever · Components: 69Ninna UI is the newest library on
Why I Chose Polling for React Next.js Feature Flags: A 5-Minute Migration
Short answer: a polling client is a reasonable migration step for React and Next.js feature flags when the toggle only changes low-stakes UI, but it is the wrong boundary for a billing rule or an instant kill switch. I would fetch flags at app load, poll on a measured interval, and keep the authoritative check on the server.At 03:00, the page that fires is rarely the graph you expected. In an e-commerce pipeline, a nightly catalog job can finish with a green scheduler metric while the storefront
I built two AI agents at recent hackathons — now selling the codebases
Over the past month I've been deep in hackathon mode, building AI agents for healthcare/pharma use cases. Two of them turned out solid enough that I think someone else could build on them:RxTrack Agent (ADK version) — a prescription-tracking agent built with Google's Agent Development Kit + Gemini + Firestore. GCP deployment verified, README included, built for the "All Things Agentic" hackathon.RxTrack Agent (AWS version) — the same concept, rebuilt with AWS Strands SDK + Bedrock + Firestore, f
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