Why haven’t advances in AI been applied to Autocorrect?
TOOLS
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FLUX.1 Kontext Dev Released Community Optimizes Model 5x Faster
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FLUX.1 Kontext [dev] dropped just hours ago and the community is already hacking Our friends @PrunaAI made it 5x faster in just a few hours. This is what open-source is all about: remix, build, share. We love to see it! Run it here: https://
replicate.com/prunaai/flux-k
ontext-dev
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Gemini API Payment Methods: GCP Project vs Separate Account
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Basically there's two ways of paying: you can have a Gemini API account, or you can use your GCP project. If you're using GCP you're probably not paying separately for Gemini. In this situation the API key does nothing for you. It doesn't make a lot of sense.
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DXT Files: ZIP Archives with MCP Server and Manifest Configuration
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dxt's are zip archives containing the local MCP server as well as a manifest.json, which describes everything Claude Desktop and other apps supporting desktop extensions need to know.
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Desktop Extensions simplify local MCP server sharing and installation
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We've simplified local MCP usage by creating something new we call Desktop Extensions (.dxt files). These package your local server, handle dependencies, and provide secure configuration so you can one-click share and install local servers on Claude Desktop and other apps.
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Open Source .dxt MCP Client Tool Released
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We've also made this open source. You can use .dxt for your own MCP clients as well as contribute to making it work better for your use case:
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Claude Desktop Beta Features Now Available All Plans
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Available in beta on Claude Desktop for all plan types. Download the latest version:
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Building Directory Desktop Extensions Submission
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We're building a directory of Desktop Extensions. Submit yours: https://
docs.google.com/forms/d/14_Dmc
ig4z8NeRMB_e7TOyrKzuZ88-BLYdLvS6LPhiZU/viewform
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Claude Desktop now supports one-click MCP server installation
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Local MCP servers can now be installed with one click on Claude Desktop.
— Anthropic (@AnthropicAI) 26 juin 2025
Desktop Extensions (.dxt files) package your server, handle dependencies, and provide secure configuration. pic.twitter.com/Pl0YvtjXX1Local MCP servers can now be installed with one click on Claude Desktop. Desktop Extensions (.dxt files) package your server, handle dependencies, and provide secure configuration.
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LangChain Academy: Building Ambient Agents with LangGraph
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Our latest LangChain Academy course – Building Ambient Agents with LangGraph – is now available!
— LangChain (@LangChain) 26 juin 2025
Most agents today handle one request at a time through chat interfaces. But as models have improved, agents can now run in the background – and take on long-running, complex tasks.… pic.twitter.com/hyaYlpstYBOur latest LangChain Academy course – Building Ambient Agents with LangGraph – is now available! Most agents today handle one request at a time through chat interfaces. But as models have improved, agents can now run in the background – and take on long-running, complex tasks.