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Recent posts tagged computer-vision

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
AIFlipRoom • 6 days • in Articles • 5 min read
Our AI staging model sometimes moves the camera. Here is how to spot it, and how we catch it
A virtual staging render is supposed to be the same photo with different furniture. Same walls, same windows, same door, and the same spot where the photographer stood. Most of the time the image model gives exactly that. Sometimes it does not. We r...
post-cover-32350
  • ai
  • computer-vision
  • image-processing
  • real-estate
2 Reactions 4 Comments
AIFlipRoom • Oct 9 • in Articles • 7 min read
How we check every AI-generated room render before a user sees it
Image models are very good at restyling a room and quietly bad at leaving the room alone. Ask for a Japandi living room and you get beautiful furniture, and sometimes also: a window that moved, shrank, or appeared over a kitchen sink where the photo...
  • ai
  • computer-vision
  • nextjs
  • testing
4 Reactions 2 Comments
Iyanuoluwa_Oke • Aug 30 • in Articles • 7 min read
I Built a BSL Translation Extension That Nobody Asked For. Here Is Why I Did It Anyway.
Late last year I started building something that had no job description attached to it, no business case ready, and no guarantee that anyone would use it. I built Signlytichttps://signlytic-ai-website.vercel.app/, a Chrome extension that intercepts ...
post-cover-25805
  • british-sign-language
  • accessibility-technology
  • computer-vision
  • artificial-intelligence
3 Reactions 0 Comments
Ahmed Talaat • Jul 10 • in Articles • 26 min read
How AI Sees Images: From Pixels to Understanding (Part 1)
When Machines Look at the World Have you ever uploaded a photo to Google Lens, ChatGPT, or any AI-powered application and wondered how it instantly knows what's inside the image? Maybe you uploaded a picture of your cat, and within a second the AI ...
  • artificial-intelligence
  • computer-vision
  • machinelearning
  • neuralnetworks
6 Reactions 1 Comments
Omotayo Omoyemi • Oct 20, 2025 • in Articles • 2 min read
AI for Inclusion: Translating Makaton into English
In an age where artificial intelligence AI continues to transform how we communicate, learn, and live, one of the most meaningful applications of this technology lies in accessibility, particularly in helping individuals with communication challenges...
post-cover-6657
  • ai-inclusion
  • makaton-translation
  • accessible-education
  • computer-vision
6 Reactions 1 Comments
Tom Smithverified • 21 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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