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Auto-aggregated global tech articles · 107 posts

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Why I Built Coordiation CSS for Humans and AI Agents

Hello DEV community! 👋 For my first post, I want to share why I started building Coordiation CSS, an independent utility first CSS compiler focused on static output, owned source, and machine readable contracts. Coordiation is currently at version 1.0.0-rc.1. This is a release candidate, not a cla

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From generating files to using tools: a code agent's ReAct loop

So far in this series, the agent generated the whole solution in a single call: you gave it the spec and the tests, and the model returned the entire function. That works when the whole task fits in a prompt. But in a real repository you don't know in advance which files you'll need, and you can't f

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What “local OCR” should mean in a web application

“Runs in your browser” is easy to put on a landing page. It is harder to make it a property of the whole OCR pipeline. An OCR page can have a static interface and still send the selected file to an API. It can keep the image local but put the extracted text into error reporting. It can avoid both a

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I built a distributed web directory for exploring the open web

Recently I had an idea for a research tool, I realized I'd need to be able to find websites programmatically and the webs data is behind the largest corporations, not something we reliably have access to for being able to develop around. So it got me thinking, how lightweight could you first build

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From Software Engineer to AI Engineer - Part 6: Closing the loop

Everything so far has been single-shot. One call in, one result out, with us gluing the pieces together. But what if we get a realistically complex prompt: "Tell me how much it costs to refund 100 euros to a European consumer card. Then issue a full refund of 100 euros for payment with id abc123 and

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