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Thinking out loud

Practical writing on AI strategy, automation, and building systems that actually work.

Agent Development

What Does an AI Agent Actually Cost to Build and Run?

AI agent pricing is opaque. A transparent breakdown of what it costs to build, deploy and maintain a custom AI agent, with real numbers.

Lewis Banks16 Mar 20269 min read
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AI Strategy

Why AI Agents Are Starting to Replace SaaS Tools

AI agents that do the work are replacing dashboards that only display data. What's changing in SaaS and what it means for your tech stack.

Lewis Banks16 Mar 20269 min read
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Automation

AI Automation for Small Businesses: 7 Workflows You Can Deploy This Week

You don't need a six-figure budget to automate with AI. Seven practical workflows small businesses use now to save 10+ hours a week.

Lewis Banks16 Mar 20269 min read
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AI Strategy

AI Regulation in the UK: What Businesses Need to Know in 2026

UK AI regulation is taking shape. What has happened, what's coming, and what your business should do now to stay compliant.

Lewis Banks16 Mar 20269 min read
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AI Strategy

Build vs Buy: When Should Your Business Build Custom AI Instead of Buying Off-the-Shelf?

New AI tools launch daily promising to solve every problem, but sometimes building custom is the smarter move. Here's how to decide.

Lewis Banks16 Mar 20269 min read
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AI Strategy

Claude vs GPT-4 for Business: Which AI Model Should You Actually Use?

Every business building with AI faces the same question - Claude or GPT? Here's an honest comparison based on real-world usage, not benchmarks.

Lewis Banks16 Mar 20269 min read
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AI Strategy

MCP Servers Explained: Why Every Business Should Care About the Model Context Protocol

Anthropic's Model Context Protocol is changing how AI connects to business systems. What MCP is, why it matters, and what it makes easier.

Lewis Banks16 Mar 20268 min read
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Industry News

Why Next.js Is Still the Best Framework for Business Applications in 2026

Frameworks come and go, but Next.js has stayed on top for three years. Why we use it for every client project and why it matters to you.

Lewis Banks16 Mar 20269 min read
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Agent Development

RAG Explained: How to Make AI Actually Understand Your Business

Retrieval-Augmented Generation makes AI models useful for your business. No fine-tuning, no training data, no PhD required. How it works.

Lewis Banks16 Mar 20269 min read
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AI Strategy

Supabase vs Firebase in 2026: Which Backend Should You Choose?

Supabase has grown from a Firebase alternative into a genuine contender. An honest comparison for businesses building new products.

Lewis Banks16 Mar 20269 min read
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Industry News

Vibe Coding: What It Is, Why It's Trending, and Whether It Actually Works

Vibe coding, building software by describing it to an AI, has taken tech by storm. What it means for businesses and developers in 2026.

Lewis Banks16 Mar 20269 min read
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Automation

How to Build Your First n8n Workflow: A 2026 Guide

n8n is the most powerful open-source automation platform available. Go from zero to a working workflow in under an hour, no code needed.

Lewis Banks12 Mar 20268 min read
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