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Recent posts tagged images

Level UI • 21 hours • 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
7 Reactions 7 Comments
raylabs • Oct 18 • in Articles • 5 min read
Design Publishing Queues That Survive Image Provider Outages
A publishing queue should not forget an article because a photo API had a bad afternoon. Quick solution: if providerError.isTransient { return queue.defer{ state: "MEDIAPENDING", retryAfter: "1h" }; } The retry design must respect Cloudflare Wo...
post-cover-31607
  • publishing
  • workflow-reliability
  • images
  • automation
0 Reactions 0 Comments
yanwang • Sep 28 • in Articles • 6 min read
60 % of our image decode failures were HEIC files named .jpg
For a few days our analytics showed a class of failure that made no sense: images rejected by the decoder in well under a second. Not slow failures, not out-of-memory on a huge photo — instant refusals. Between 2026-09-06 and 09-10, 60 % of every dec...
  • javascript
  • webdev
  • debugging
  • images
9 Reactions 1 Comments
dafa6 • Sep 14 • in Articles • 4 min read
The transparency bug you cannot see in a thumbnail
There is a failure mode in image generation that survives every visual check you are likely to run, ships to production, and only surfaces when a designer drops the asset onto a coloured background. It is worth knowing about because the thing that ma...
  • javascript
  • ai
  • images
  • webdev
2 Reactions 0 Comments
AIAppsAPI • Aug 13 • in Articles • 2 min read
What Developers Get Wrong About Free Images
Most of us treat images as a design problem, paste a URL from a stock site into a template, and move on. That is the part of the stack that quietly creates both legal exposure and slow pages, so here is what actually matters about free images from an...
  • images
3 Reactions 0 Comments
Tom Smithverified • 17 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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