A Dan of all trades...

I'm Dan, a year old nerd based in Southampton in the UK. I work in AI and automation — designing strategies, building agents, and finding ways to make technology do the boring stuff so people don't have to.

This is my personal blog, the intersection of ambition and procrastination, and the pinnacle of using neon colours on a dark background to produce a design that looks like every AI product, ever. Here you'll find my thoughts on technology, writeups of what I've been working on, and documentation of my journey from "this should be easy" to "why is everything on fire?".

Oh, and that's me down below. Or, at least, an AI generated avatar courtesy of o4-mini-high. And yes, it did start with a photo.

Current status:Connecting...

This is what o4-mini-high thinks I look like

Now

At work

Getting into the new role — building Copilot Studio agents and Custom Engine solutions with Azure AI Foundry for Southern Communications Group.

On the side

Maintaining the Stepford County Railway Hub and experimenting with home automation — n8n, Claude, and a few too many webhook endpoints.

Thinking about

Whether "AI agent" is doing real work in your organisation or just wrapping a prompt in unnecessary infrastructure. Spoiler: usually the latter.

Not Everything Is an Agent (And That's Fine)

June 26, 2026
Daniel Arkley

Everyone wants AI agents right now. Most things being called agents aren't, and most use cases being pitched as agent problems aren't either. Here's a framework for thinking clearly about when agentic AI is the right answer — and when it isn't.

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Using AI to play BitBurner - Part 1: a swing and a miss.

August 6, 2025
Daniel Arkley

I thought it might be fun to let a large language model hack around a network and try to steal lots of money from people. Luckily it wasn't a real network, and there was no real money involved.

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The inaugural Group IT Infrastructure Day

April 20, 2022
Daniel Arkley

Our team met to plan and prioritize 53 potential IT projects for the upcoming year, using a structured scoring methodology. We also had some toasties.

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I made another purchase

September 28, 2021
Daniel Arkley

I finally took the plunge and bought an Oculus Quest 2 VR headset, failed to read the instructions, and played "Epic Roller Coasters" for my first trip into VR. I nearly unmade another purchase.

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Another blog?

May 14, 2020
Daniel Arkley

Welcome to my latest attempt at maintaining a blog - this time it's going to be different, I promise!

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Built with:

Claude AIClaude AI
GitHub CopilotGitHub Copilot
AstroAstro
TypeScriptTypeScript
Tailwind CSSTailwind CSS
Node.jsNode.js
VS CodeVS Code
AzureAzure
DockerDocker
CloudflareCloudflare
GitGit
Coffee
💪Pure determination