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Writing

Notes from the build floor.

Short essays on shipping AI systems, automation, and the boring-but-valuable plumbing that makes them actually work.

May 17, 2026 10 min read

AI Agents in 2026: From Chatbots to Multi-Agent Workflows

AI agents are moving beyond simple chatbots. Here is how UK businesses can prepare for multi-agent workflows, domain-specific AI and safer automation…

May 10, 2026 8 min read

AI Agents vs Chatbots: What UK Service Businesses Should Build in 2026

In 2026, the gap between a chatbot and an AI agent is no longer technical jargon. For service businesses, it is the…

May 5, 2026 8 min read

AI Receptionist Cost UK 2026: Pricing, ROI & What Small Businesses Should Automate First

A practical UK pricing and ROI guide for small businesses comparing AI receptionist costs, setup fees, hidden costs, and the first workflows…

May 3, 2026 3 min read

Human Receptionist vs AI Receptionist in 2026: Which One Is Better for Your Business?

In 2026, businesses are no longer asking “Should we use AI?” — they are asking “How fast can we implement it before…

April 26, 2026 5 min read

Why Businesses Are Switching from Opus 4.7 to GPT 5.5 in 2026

Artificial intelligence has moved far beyond being a simple productivity tool. In 2026, AI is now helping businesses generate leads, automate customer…

April 2, 2026 3 min read

Why every service business needs AI-powered customer communication in 2026

Between 65% and 90% of first-contact customer messages in service industries are repetitive. Here's why AI at your first line of contact…

March 18, 2026 3 min read

WhatsApp Business automation — a practical guide for small teams

No hype, no fluff. A grounded guide to running business WhatsApp properly in 2026 — which API, what to automate, and what…

February 24, 2026 3 min read

The CRM problem has inverted — and AI is the reason

In 2026, humans don't log activity into CRMs anymore. AI does. If your humans are still typing data your AI could have…