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𝗦𝘁𝗼𝗽 𝗽𝗿𝗲𝘁𝗲𝗻𝗱𝗶𝗻𝗴 𝘁𝗵𝗮𝘁 𝘆𝗼𝘂 𝗮𝗿𝗲 𝗮𝗯𝗹𝗲 𝘁𝗼 𝘀𝗵𝗶𝗽 𝗮 𝗦𝗮𝗮𝗦 𝗶𝗻 𝟰 𝗵𝗼𝘂𝗿𝘀. You shipped a prototype. Then you tweeted a screenshot. Then you ran. We've been shipping with AI agents every single day for the last year at @LayerXlab . They write roughly 80% of the code we put into production. I'm not the guy telling you AI is overhyped. But the "one prompt rebuilt years of work" crowd is selling you a magic trick. 𝗧𝗵𝗮𝘁 𝗱𝗲𝗺𝗼 𝘆𝗼𝘂 𝘀𝗮𝘄? It's the cheap 80%. Edge cases, security, concurrency, performance budgets, the decisions made after real incidents at 3am , one of that is in your 4-hour build. And no, your test that "checks the happy path" doesn't count. 𝗛𝗲𝗿𝗲'𝘀 𝘁𝗵𝗲 𝗽𝗮𝗿𝘁 𝗻𝗼𝗯𝗼𝗱𝘆 𝘄𝗮𝗻𝘁𝘀 𝘁𝗼 𝗮𝗱𝗺𝗶𝘁: - Without a design, the agent will invent one for you. That's not a feature. - A prototype is a promise, not a product. - Every model release rewrites your assistant's personality. Treat it like a new hire. - The agent amplifies the engineer you already are. If you're sloppy, you're now sloppy at machine speed. - Engineering process review, conventions, CI discipline is the moat now. Not your prompt library. 𝗥𝗲𝗽𝗹𝗮𝗰𝗲𝗱 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀? No. Amplified ones. The gap between the two crowds is about to get embarrassing. 11 lessons from the trenches, one per slide. The honest version. Not the demo. Full essay layerx.xyz/blog/ai-coding-ag… Disagree? Even better. Tell me where I'm wrong.

Watch $BTC, $ETH, $SOL prices stream from 5 exchanges and follow a real-time news wire in realtime all on one page. Powered by the Luzia API. live.luzia.dev

💎 𝗦𝗵𝗶𝗽𝗽𝗲𝗱 𝗮 𝗿𝗲𝗮𝗹𝘁𝗶𝗺𝗲 𝗰𝗿𝘆𝗽𝘁𝗼 𝗽𝗿𝗶𝗰𝗲𝘀 𝗽𝗮𝗴𝗲 𝗯𝗮𝘀𝗲𝗱 𝗼𝗻 𝗟𝘂𝘇𝗶𝗮 𝗶𝗻𝗳𝗿𝗮, 𝗮𝗻𝗱 𝘁𝗵𝗲 𝘀𝘁𝗼𝗿𝘆 𝗯𝗲𝗵𝗶𝗻𝗱 𝗶𝘁 𝗶𝘀 𝗮 𝘀𝗺𝗮𝗹𝗹 𝗹𝗲𝘀𝘀𝗼𝗻. It didn't start as a roadmap item. I was trying the @claudeai Design capabilities on a quiet afternoon, sketching what a clean multi-exchange pricing grid could look like. The result was surprisingly sharp. Clear hierarchy, readable at a glance, the kind of thing you'd actually bookmark. @luziadev already has the hard parts solved: persistent WebSocket connections to Binance, Coinbase, Kraken, Bybit, and OKX, a real-time bridge to the pricing data. The experiment just needed some extra effort. So i wired the design into the existing infra, added per-pair routes with SEO, server-rendered the initial state for fast loads, and shipped. Two takeaways worth sharing: 📝 𝗔𝗜-𝗮𝘀𝘀𝗶𝘀𝘁𝗲𝗱 𝗱𝗲𝘀𝗶𝗴𝗻 is genuinely useful when you treat it as a starting point, not a final answer. e 𝗦𝗼𝗹𝗶𝗱 𝗶𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗽𝗮𝘆𝘀 𝗰𝗼𝗺𝗽𝗼𝘂𝗻𝗱𝗶𝗻𝗴 𝗱𝗶𝘃𝗶𝗱𝗲𝗻𝗱𝘀. A side experiment became a product feature in a single sprint because the pipes were already there.  Live now live.uzia.dev

Getting today's #Bitcoin price from @claudeai has never been easier. We shipped a hosted Remote MCP server for crypto Prices. Give @claudeai a URL and an API key. And you're now pulling real-time tickers from @binance , @coinbase , @krakenfx , @okx , and @Bybit_Official . No local install, no config. Agents are going to be a big chunk of API traffic. Building for that now. luzia.dev/blog/luzia-remote-…