Arcee AI releases Trinity-Large-Thinking, a 399B-parameter MoE AI model under an Apache 2.0 license, allowing full customization and commercial use (Carl Franzen/VentureBeat)
Carl Franzen / VentureBeat : Arcee AI releases Trinity-Large-Thinking, a 399B-parameter MoE AI model under an Apache 2.0 license, allowing full customization and commercial use The baton of open source AI models has been passed on between several companies over the years since ChatGPT debuted in late 2022
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AI Stack Selection: Workflow Fit Over Model Hype
Your AI platform choice is locking in an operating model, not just buying software. Choose wrong, and you're funding technical debt instead of business velocity. If you are an SME leader trying to choose the right AI stack from options like ChatGPT, Claude, Microsoft Copilot, or Gemini, the market pushes you toward the wrong questions. It will push you to ask which model is smartest, which app feels best, or which vendor is winning the news cycle. That is not the question that protects your budget. The better question is this: Which stack fits the way our company works, where our knowledge lives, and how much control we need? That is the question that turns AI selection into a business decision instead of a software shopping spree. Who this article is for This piece is for the founder, CEO
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Building an IBAN Validation API with Hono, SQLite, and MCP published: true
Building an IBAN Validation API with Hono, SQLite, and MCP I recently shipped IBANforge , a free API for IBAN validation and BIC/SWIFT lookup. In this article, I'll walk through the key architectural decisions and share real code from the project. ## Why Hono Over Express When I started IBANforge, I considered Express, Fastify, and Hono. I went with Hono for three reasons: Performance -- Hono is built for edge runtimes and benchmarks significantly faster than Express on Node.js TypeScript-first -- Full type inference on routes, middleware, and context Lightweight middleware -- Built-in CORS, compression, and logging with zero config Here's how the main app comes together: typescript import { Hono } from 'hono'; import { compress } from 'hono/compress'; import { cors } from 'hono/cors'; imp
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