lemondata.hashnode.devMac Studio M5 Ultra: Run 671B Models Locally and Build Your Own AI Infrastructure with OpenClawMac Studio M5 Ultra: Run 671B Models Locally and Build Your Own AI Infrastructure with OpenClaw The first consumer hardware that fits DeepSeek R1's full 671B parameters in memory, and what you can actually do with it. The Mac Studio M5 Ultra with 51...10h ago·10 min read
lemondata.hashnode.devAgent-First API Design: How to Build APIs That AI Agents Actually UnderstandAgent-First API Design: How to Build APIs That AI Agents Actually Understand Most APIs are designed for human developers who read documentation, browse examples, and debug with stack traces. But in 2026, the fastest-growing API consumers aren't human...10h ago·7 min read
lemondata.hashnode.devAI API Rate Limiting: How It Works and How to Handle ItAI API Rate Limiting: How It Works and How to Handle It Every AI API has rate limits. Hit them in development and it's annoying. Hit them in production and your users see errors. Understanding how rate limits work across providers and building proper...10h ago·5 min read
lemondata.hashnode.devBuild an AI Chatbot with One API Key: From Zero to Production in 30 MinutesBuild an AI Chatbot with One API Key: From Zero to Production in 30 Minutes This tutorial builds a production-ready AI chatbot backend with streaming responses, conversation history, model switching, and proper error handling. We'll use Python, FastA...10h ago·4 min read
lemondata.hashnode.devAI API Market in 2026: Pricing Trends, New Players, and What's ComingAI API Market in 2026: Pricing Trends, New Players, and What's Coming The AI API market in early 2026 looks nothing like it did a year ago. Prices dropped across the board, open-source models closed the quality gap, and the "one provider fits all" er...10h ago·5 min read