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The Two Files Every AI-Ready Project Needs
AGENTS.md tells AI how to build your project. DESIGN.md tells AI how it should look. Two markdown files. No ambiguity. Every AI coding tool reads them.
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/ 9 min
The Third Interface: Your Software Needs an Agent Layer
Desktop was the first interface. Mobile was the second. AI agents are the third. Your software needs to serve all three, and the most immediate impact is on your own team.
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/ 6 min
Peter Thiel Just Bet $2 Billion on AI Cow Collars. They're Coming to the UK.
Halter raised $220m at a $2B valuation backed by Founders Fund. They're launching in the UK in 2026. Here's what it means for British farming and the food businesses that depend on it.
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/ 5 min
From TikTok to Published: How I Turn Content Ideas Into Business Articles
I watch content, spot what applies to UK SMEs, and run it through a four-agent pipeline. Scout researches. Quill writes. Here's how a 2.3M-view TikTok about desire paths became a published article in 30 minutes.
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/ 5 min
How My AI Actually Remembers: OpenClaw, Session Files, and the Compound Effect
Most AI assistants start from zero every session. Here's the exact architecture (session memory, context compacting, and a synced knowledge base) that makes Cass genuinely useful over time.
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/ 7 min
How I Actually Build Software With AI Agents: The Honest Version
It's not magic. Agents get sandboxed. Specs get misunderstood. The planning phase takes longer than the coding, but compound engineering with AI agents is genuinely changing how I ship. Here's the real workflow.
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/ 7 min
Your Business Is Full of Desire Paths. Are You Building Around Them?
Ohio State University waited for desire paths to form before building their sidewalks. Your AI implementation should work the same way.
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/ 6 min
The GPT Moment for Physical Industries: What Bezos's $100 Billion Bet Means for UK SMEs
Project Prometheus isn't a threat. It's a signal. Physics AI is about to do for manufacturing what ChatGPT did for office work. Here's how UK SMEs can get ahead of their sector.
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/ 6 min
One Event Photo, Eight Content Assets: How Marketing Teams Can Work Smarter
Your media team is already shooting great content. Here's how to turn a single event photo into eight distinct assets (banners, thumbnails, social headers) using AI cinematic prompts.
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/ 8 min
The FCA Admits It Doesn't Know Who's Liable When AI Pays Your Bills
Agentic payments are here. The regulations aren't. What UK businesses need to know about the liability gap, and what to do before the rules land.
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/ 8 min
Hiring an AI Consultant vs Training Your Team vs Buying Software
An honest comparison of three ways UK SMEs can adopt AI, with real costs in GBP, common mistakes, and a framework for deciding which path fits your business.
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/ 11 min
The EU AI Act: What UK SMEs Actually Need to Do
The EU AI Act applies to UK businesses selling into Europe. The high-risk deadline is shifting from August 2026 to December 2027. What that means and what to do now.
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/ 6 min
95% of AI Pilots Fail. It's Not a Technology Problem.
The failure rate isn't about the models. It's about everything around them. What separates the 5% that actually work.
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