Amazing to see the community excitement on Codex CLI! Still early days: we're adding support for MCP, local/different provider models, and a native plugin system. In the immediate term, also fixing rate limit issues that some people have reported. Keep the feedback coming!
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Replit Launches New AI App Idea Generator for Developers
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Looking for inspiration?
— Replit ⠕ (@Replit) 17 avril 2025
✨ Try the new app idea generator on Replit:
If you're Not logged in, you'll see our playful new homepage — discover projects that match your vision pic.twitter.com/K0R32XR9sILooking for inspiration? Try the new app idea generator on Replit: If you're Not logged in, you'll see our playful new homepage — discover projects that match your vision
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LinkedIn’s SQL Bot: AI-Powered Data Accessibility with LangGraph
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✨ Linkedin’s SQL Bot — powered by LangGraph and LangChain — makes data more accessible to everyone ✨
— LangChain (@LangChain) 17 avril 2025
Data teams often spend too much time helping colleagues find the right data, creating bottlenecks that slow companies down.
💬 To solve this, LinkedIn built SQL Bot—an AI… pic.twitter.com/havZ0nj1ESLinkedin’s SQL Bot — powered by LangGraph and LangChain — makes data more accessible to everyone Data teams often spend too much time helping colleagues find the right data, creating bottlenecks that slow companies down. To solve this, LinkedIn built SQL Bot—an AI
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LinkedIn’s SQL Bot: Practical Text-to-SQL for Data Analytics
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Read more about LinkedIn’s SQL Bot https://
linkedin.com/blog/engineeri
ng/ai/practical-text-to-sql-for-data-analytics
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Iterative multimodal debugging with Python vision tools
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Yes; it seems to be tool use (PIL/cv2 in Python) iteratively debugged via multimodal perception of the output, e.g. it notices unprompted when an initial code attempt "solves" with a path around the outside the maze and fixes it
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Claude 2.5 Flash Coding Progress Accelerates Significantly
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2.5 flash coding progress is super strong! And much more to come still 🙂
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Claude 2.5 Migration Strategy: Reasoning vs Non-Reasoning Trade-offs
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Trying to give developers on 2.0 flash a clean migration path to 2.5, which meant we had to do a trade off somewhere, in this case we split reasoning vs non-reasoning as that balance, but open to feedback!
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Developer Control and UX Trade-offs in Reasoning Models
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Developers want control, many apps today can’t take the UX hit on reasoning models thinking for a little before responding to the user, so important to have this option
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Multimodal AI debugging code to solve a maze
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Yes; heavy tool use. It seems to have mostly solved it via code (PIL, cv2), but using multimodal intuition to debug. E.g. one attempt within the CoT generates a path that simply traverses the outside of the maze, but it recognizes on its own this is wrong so it refines the code.