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DESIGN.md gives coding agents a structured spec for your visual identity
Coding agents are great at writing components and terrible at remembering your brand — colors, spacing, and tone drift every session. DESIGN.md, an open format from Google Labs, tries to fix that by giving agents one persistent, structured description of a design system. ## What it is A DESIGN.md file is a plain-text source of… Continue reading
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Orca is an agent development environment for running a fleet of parallel coding agents
One coding agent is useful; a dozen running at once is chaos to manage. Orca, from Stably, is an ADE — an agent development environment — built to run a whole fleet of coding agents in parallel, on desktop and mobile. ## What it does Orca is agent-agnostic: if it runs in a terminal, it… Continue reading
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Swimio is an AI swim coach that writes your workout from a sentence
Most swim-tracking apps just log laps. Swimio, an AI swim coach launching on Product Hunt, tries to be the coach itself — you describe the session you want in plain language, and it writes the workout. ## What it does Swimio pairs with your Apple Watch to capture the usual metrics — stroke type, pace,… Continue reading
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Europe picks the EUROPA consortium to build a 400B-parameter sovereign AI model
Europe’s answer to the American and Chinese frontier labs now has a name: EUROPA. On June 19 the European Commission named the EUROPA consortium, led by Italian firm Domyn, winner of its Frontier AI Grand Challenge — and with it, the mandate to build an open-source frontier model in all 24 official EU languages. ##… Continue reading
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DiffusionBench puts diffusion transformer training and evaluation under one interface
Diffusion-transformer research is a mess of incompatible codebases — every method trains and evaluates differently, so comparing them fairly is hard. DiffusionBench, an open project gaining attention this week, tries to fix that with a single interface for training and evaluating diffusion transformers across tasks. ## What it does The repo unifies generation tasks —… Continue reading
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Qwen-AgentWorld is a language model that simulates 7 agent environments
Training agents in the real world is slow, fragile, and expensive. Qwen-AgentWorld, a new model from Alibaba’s Qwen team, takes a different route: it’s a language model that simulates the environments agents act in, so you can train them against a model instead of the real thing. ## What it does Qwen-AgentWorld is billed as… Continue reading
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FUTO Swipe is an open swipe-typing model that runs offline in 2.5M parameters
Good swipe typing on Android has long been locked inside privacy-invasive keyboards or unlicensed private libraries. FUTO Swipe, released June 13, is an open alternative — a swipe-typing model small enough to run fully offline on cheap phones, and it already ships in FUTO’s keyboard app. ## How it works The system splits into three… Continue reading
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Claude Tag turns Claude into an always-on teammate inside Slack
Anthropic wants Claude to stop waiting for prompts and start acting like a coworker. Claude Tag, launched June 23 in research preview for Enterprise and Team customers, drops Claude into Slack channels as an always-on teammate you summon with @Claude. ## What it does Tag it in a thread and Claude reads the conversation, breaks… Continue reading
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ai-website-cloner-template rebuilds any site into Next.js with parallel AI agents
Point it at a URL, run one command, and a swarm of AI coding agents reverse-engineers the site into a clean Next.js codebase. That’s ai-website-cloner-template, a GitHub project surging again this week as it expanded to work with 13 different coding agents. ## How the pipeline works The skill runs a full reconstruction loop: it… Continue reading
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Unlimited OCR parses entire PDFs in one pass with a 3B open model
Most OCR pipelines still slice a document page by page before a model ever sees it. Unlimited-OCR, an open 3B model Baidu put out June 22, skips that step — it parses a whole multi-page PDF or image stack in a single inference pass. ## One-shot long-horizon parsing The pitch is in the name: instead… Continue reading
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