AI Training Jobs From Home: Human Data Tasks on TestLancer
AI training jobs from home pay people to label data and judge AI answers, because AI models still learn from human judgement. TestLancer runs AI data projects s…
Englishdev.to AI
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A Language Selector Dropdown With No Framework and No Layout Shift
A language selector sounds like a small job until you ship it on a page where every pixel matters. On ramrom.io I run a video downloader with nine languages and…
Englishdev.to CSS
Three surfaces have to look like the same app, two import the tokens, and the third types 18 hex codes
Munchable has three surfaces that all have to look like one product: the Expo app, the Next.js marketing and answers site, and a Remotion package that renders m…
Englishdev.to CSS
![[AWS] Should you return results or answers? The difference between Web Search and Web Answer [AgentCore]](https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fqiita-user-contents.imgix.net%2Fhttps%253A%252F%252Fqiita-user-contents.imgix.net%252Fhttps%25253A%25252F%25252Fcdn.qiita.com%25252Fassets%25252Fpublic%25252Farticle-ogp-background-afbab5eb44e0b055cce1258705637a91.png%253Fixlib%253Drb-4.1.1%2526w%253D1200%2526blend64%253DaHR0cHM6Ly9xaWl0YS11c2VyLXByb2ZpbGUtaW1hZ2VzLmltZ2l4Lm5ldC9odHRwcyUzQSUyRiUyRnMzLWFwLW5vcnRoZWFzdC0xLmFtYXpvbmF3cy5jb20lMkZxaWl0YS1pbWFnZS1zdG9yZSUyRjAlMkYxOTI5NDklMkYxYmVjZGE4YTRmMWRiOWU5OTQyZDljOGMwYjZkZDA3NjkwMTM2NjgwJTJGbGFyZ2UucG5nJTNGMTc0MTQ4MzQxMD9peGxpYj1yYi00LjEuMSZhcj0xJTNBMSZmaXQ9Y3JvcCZtYXNrPWVsbGlwc2UmYmc9RkZGRkZGJmZtPXBuZzMyJnM9MDZlM2QxY2EzNTVhN2Y4N2M2ZTQxY2RlYzdmN2M0ODI%2526blend-x%253D120%2526blend-y%253D462%2526blend-w%253D90%2526blend-h%253D90%2526blend-mode%253Dnormal%2526mark64%253DaHR0cHM6Ly9xaWl0YS1vcmdhbml6YXRpb24taW1hZ2VzLmltZ2l4Lm5ldC9odHRwcyUzQSUyRiUyRnMzLWFwLW5vcnRoZWFzdC0xLmFtYXpvbmF3cy5jb20lMkZxaWl0YS1vcmdhbml6YXRpb24taW1hZ2UlMkYxZTIwZGI1ZTdlNDA3ZWFlN2I5NzBlYzk5OTg4MGRjOGMzY2MwZjY0JTJGb3JpZ2luYWwuanBnJTNGMTY2NzI3NDk2Mz9peGxpYj1yYi00LjEuMSZ3PTQ0Jmg9NDQmZml0PWNyb3AmbWFzaz1jb3JuZXJzJmNvcm5lci1yYWRpdXM9OCZiZz1GRkZGRkYmYm9yZGVyPTIlMkNGRkZGRkYmZm09cG5nMzImcz04OTI0NDcwMDk1MDMyZjUxYmZlNzE3ZjVkOGUzYmE3ZA%2526mark-x%253D186%2526mark-y%253D515%2526mark-w%253D40%2526mark-h%253D40%2526s%253D0db13b4aef231a19bc684897cf15021a%3Fixlib%3Drb-4.1.1%26w%3D1200%26fm%3Djpg%26mark64%3DaHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-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%26mark-x%3D120%26mark-y%3D112%26blend64%3DaHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjEuMSZ3PTgzOCZoPTU4JnR4dD0lNDBOYW5hXzc3NyZ0eHQtY29sb3I9JTIzMUUyMTIxJnR4dC1mb250PUhpcmFnaW5vJTIwU2FucyUyMFc2JnR4dC1zaXplPTM2JnR4dC1wYWQ9MCZzPTg1YzQ4MzUyMmVkMGVhNmYxYjhkZjU5MjVjYzhiNjQz%26blend-x%3D242%26blend-y%3D454%26blend-w%3D838%26blend-h%3D46%26blend-fit%3Dcrop%26blend-crop%3Dleft%252Cbottom%26blend-mode%3Dnormal%26txt64%3DS0RESeOCouOCuOODo-OCpOODq-mWi-eZuuOCu-ODs-OCv-ODvOagquW8j-S8muekvg%26txt-x%3D242%26txt-y%3D539%26txt-width%3D838%26txt-clip%3Dend%252Cellipsis%26txt-color%3D%25231E2121%26txt-font%3DHiragino%2520Sans%2520W6%26txt-size%3D28%26s%3D25cce219e7e398d8b8c1cf4fc17bd201)
[AWS] Should you return results or answers? The difference between Web Search and Web Answer [AgentCore]
This article is a machine translation of the contents of the following URL, which I wrote in Japanese: 【AWS】結果を返すか、答えを返すか。Web SearchとWeb Answerの使い分け【AgentCore】 …
Englishdev.to AWS
dynamoat: running the DynamoDB API on your own PostgreSQL
I've just open-sourced dynamoat , a server that speaks the DynamoDB API and stores everything in PostgreSQL. You point an AWS SDK at it by changing one environm…
Englishdev.to AWS
Monthly Revenue and Net Profit: A Dual-Line Chart PDF
Monthly Revenue and Net Profit: A Dual-Line Chart PDF jquick-pdf by example — demo #16 of 184. Every article in this series ships one complete, runnable demo: a…
Englishdev.to WebDev
I Built a Place Where Developers Can Get Feedback That Actually Helps
Building a project is one thing. Knowing what to improve next is another. That's the problem I wanted to solve with Critique. I didn't want to build another pla…
Englishdev.to WebDev
Readability scores explained: Flesch Reading Ease vs Flesch–Kincaid Grade (with the formulas and a worked example)
"Aim for a Flesch score of 60+." "Keep it at grade 8." You've probably heard both pieces of advice, sometimes in the same style guide, without anyone explaining…
Englishdev.to WebDev
Your AI agent added a feature. Why did it redesign the buttons?
You ask your AI agent to add an invoice filter to an existing product. The new screen comes back with pill-shaped buttons, a different type scale, and a new acc…
Englishdev.to WebDev
Did Place order work? Show the pending state (Web HIG tip #16)
Someone taps Place order on a slow connection. Nothing changes on screen. Did the tap register? Should they try again? A missing pending state leaves them guess…
Englishdev.to WebDev
Laravel Mail Not Sending? 8 Fixes That Actually Work
Laravel Mail Not Sending? 8 Fixes That Actually Work Meta description: Laravel mail not sending? Follow these 8 simple fixes for SMTP, .env, cache, queue and Gm…
Englishdev.to WebDev
From Scattered Spreadsheets to One Clear View: How Codeair Software Solutions Builds Dashboards and Internal Tools
Codeair Software Solutions builds dashboards and internal tools that give growing teams one clear view of their business. Most teams do not start out with bad d…
Englishdev.to WebDev
How to Remove C2PA Metadata from Images: A Free AI Watermark Stripper Guide
AI image generators and editing tools now attach information to files that you can't see on screen. Before you publish an image, it helps to know what is stored…
Englishdev.to WebDev
TypeScript Does Not Protect Your API: Request Bodies Are Lies Until You Validate Them
You write a clean endpoint. The body is typed. The editor is happy. No red squiggles anywhere. type CreateUser = { name : string ; email : string ; age : number…
Englishdev.to Security
The black box doesn't delete the text
Draw a black rectangle over a name in a PDF, export the file, then reopen it with pdf.js and call getTextContent() . The name comes back. Word for word, charact…
Englishdev.to Security
What Safe Should I Buy for Documents If I Also Store a Handgun?
This story was written with the assistance of an AI writing program and reviewed by a human editor before publishing. The search I kept seeing — what safe shoul…
Englishdev.to Security
Token approvals, explained: the permission you forget you gave
This article was generated with AI and is republished from the BlazePhoenix blog. An approval is standing permission for a contract to move your token — it outl…
Englishdev.to Security
Is Your Power Bank Fake? Quick Checks Before You Buy
` A power bank looks simple from the outside. Inside, the story can be very different. Some sellers print a huge number on a small case and fill it with weak ce…
Englishdev.to Security
Your messenger is end-to-end encrypted. Its server still knows who you talk to. I tried to fix that.
"End-to-end encrypted" has become a checkbox. WhatsApp has it. Signal has it. Telegram has it (sometimes). But encryption hides what you say. It does not automa…
Englishdev.to Security
2026 MCP Gateway Benchmark: Cutting Cursor and Claude Token Bloat by 85% with Zero-Trust AST Security
Connecting 3 to 5 Model Context Protocol (MCP) servers (GitHub, Postgres, Linear, Slack, Notion) into Cursor IDE or Claude Desktop hits two immediate production…
Englishdev.to Security