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Thinking out loud
Practical writing on AI strategy, automation, and building systems that actually work.
MCP Servers Explained: Why Every Business Should Care About the Model Context Protocol
Anthropic's Model Context Protocol is quietly changing how AI tools connect to business systems. Here's what MCP is, why it matters, and how it's about to make AI integrations dramatically easier.
Why Next.js Is Still the Best Framework for Business Applications in 2026
Frameworks come and go. Next.js has stayed on top for three years running. Here's why we use it for every client project and why it matters for your business.
RAG Explained: How to Make AI Actually Understand Your Business
Retrieval-Augmented Generation is how you make AI models useful for your specific business. No fine-tuning, no training data, no PhD required. Here's how it works.
Supabase vs Firebase in 2026: Which Backend Should You Choose?
The backend-as-a-service market has shifted. Supabase has grown from a Firebase alternative to a genuine contender. Here's an honest comparison for businesses building new products.
Vibe Coding: What It Is, Why It's Trending, and Whether It Actually Works
Vibe coding - building software by describing what you want to an AI - has taken the tech world by storm. Here's what it means for businesses and developers in 2026.
How to Build Your First n8n Workflow: A 2026 Guide
n8n is the most powerful open-source automation platform available today. Here's how to go from zero to a working workflow in under an hour - no code required.
Getting Started with AI Agents: A Practical Guide for Business Owners
AI agents are the most overhyped and underexplained technology in business right now. Here's what they actually are, when they're worth building, and how to avoid the most common mistakes.
How Restaurants Are Using AI Agents to Cut Admin Time by 60%
The hospitality industry is drowning in admin. AI agents are starting to handle bookings, reviews, supplier comms, and rota management - here's what's actually working.
Claude API for Business: What It Actually Costs and What It Can Do
Anthropic's Claude is the most capable AI model for business applications. Here's a practical breakdown of pricing, use cases, and how to get started without overengineering.
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