iiinova — where your digital self keeps evolving

Graham @cirriustech.co.uk · 04/10/2026

Casually working my RPi 4B+ 8GB on KEV evaluation

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Graham @cirriustech.co.uk · 15/08/2026

When you arrive an hour early

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Graham @cirriustech.co.uk · 12/08/2026

Build an agentic control plane they said, it will be easy they said…

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Graham @cirriustech.co.uk · 10/08/2026

Next time someone tries to pretend User Agent is a solid security control…

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Graham @cirriustech.co.uk · 31/07/2026

Explaining cARL in 5 seconds: Same Dog. Same Chaos. Different Boundary. github.com/goldjg/cARL #AI #AgenticCodingGovernance #ConstrainedProbabilism

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Graham @cirriustech.co.uk · 19/07/2026

I’m not saying @developers.google.com chrome is drunk but…

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Graham @cirriustech.co.uk · 17/07/2026

Always good to renew the cert you wrote the book on…

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Graham @cirriustech.co.uk · 14/07/2026

It’s the little things… like having a tool in the Microsoft WinGet store…

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Graham @cirriustech.co.uk · 03/07/2026

Trying to agentic code a security scanner with Fable 5 is… frustrating…

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Graham @cirriustech.co.uk · 22/06/2026

Released cARL v0.4.0 today: 𝗰𝗔𝗥𝗟 𝗶𝘀 𝗧𝗵𝗲 𝗥𝗲𝗮𝗹 𝗦𝗵𝗶𝗺 𝗦𝗵𝗮𝗱𝘆. v0.4.0 makes .github/copilot-instructions.md the shared cARL loader. Every other harness gets a tiny shim that points back to it. Tiny grumpy senior engineer as code continues. github.com/goldjg/cARL/...

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Graham @cirriustech.co.uk · 22/06/2026

Asked GitHub Copilot to check a contributor PR for cARL compliance. Code was clean. But it found no active PR contract and 4 pre-existing failing tests needing documentation. That’s the value: not “bad code”, but missing durable governance context. Repo memory > vibes.

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Graham @cirriustech.co.uk · 22/06/2026

If you think there will be a CI version of cARL on the roadmap, you'd be right. Simple prompt to GitHub Copilot, to review a repo it's never seen before, that doesn't even have the cARL artifacts bootstrapped into it. And just look at it :)

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Graham @cirriustech.co.uk · 21/06/2026

Tested cARL v0.3.0 with Claude Haiku 4.5 in GitHub Copilot. Prompt: “What’s the rules for working in this repo?” No steering. It found cARL, read the governance artefacts, and produced the right operating model. Cost: 11 credits / $0.11. Tiny grumpy senior engineer in your repo.

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Graham @cirriustech.co.uk · 20/06/2026

If you’re using wheremymvps.at, new features and fixes just dropped! If you aren’t using it, why not?! #MVPBuzz #WhereMyMVPsAt

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Graham @cirriustech.co.uk · 19/06/2026

Let me introduce you to: cARL 𝘈𝘐-𝘢𝘴𝘴𝘪𝘴𝘵𝘦𝘥 𝘴𝘰𝘧𝘵𝘸𝘢𝘳𝘦 𝘥𝘦𝘷𝘦𝘭𝘰𝘱𝘮𝘦𝘯𝘵 𝘤𝘰𝘯𝘴𝘪𝘴𝘵𝘦𝘯𝘵, 𝘨𝘰𝘷𝘦𝘳𝘯𝘦𝘥, 𝘢𝘯𝘥 𝘥𝘶𝘳𝘢𝘣𝘭𝘦. No repeated onboarding. No rediscovered mistakes. No rebuilding context from scratch (rediscovering gravity). github.com/goldjg/cARL

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Graham @cirriustech.co.uk · 15/06/2026

Always lovely when you get a Ko-Fi donation and even more lovely to get such lovely comments too! 🥰

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Graham @cirriustech.co.uk · 14/06/2026

Beyond The Door #1: The Illusion Of The Locked Door —- We keep acting like doors are portals into trust and expected good behaviour. That was never true, but has never been more dangerous an assumption than it is now. —- cirriustech.co.uk/blog/the-ill...

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Graham @cirriustech.co.uk · 13/06/2026

Recovery Time Objective

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Graham @cirriustech.co.uk · 12/06/2026

How To Deal With Absolute Nonsense - A Goose’s Guide @lookitup.baby

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Graham @cirriustech.co.uk · 11/06/2026

Eternal struggle - unfinished side quest domain expiration…

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Graham @cirriustech.co.uk · 09/06/2026

@github.com the Miasma worm source code that uses GitHub as infrastructure has popped up in 4 repos so far in the last 24hrs - all reported but you need to be faster on takedowns (all still fully available)

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Graham @cirriustech.co.uk · 06/06/2026

github spelunking continues

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Graham @cirriustech.co.uk · 04/06/2026

They did actually start my journey with this album which I picked up in the library because of the cover art

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Graham @cirriustech.co.uk · 01/06/2026

That’s… unfortunate truncation… VS Code-compatible editors, now with advanced thrust-vectoring.

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Graham @cirriustech.co.uk · 31/05/2026

Need the TL;DR version of my latest AADLC work? cirriustech.co.uk/blog/aadlcv2... 👇🏻👇🏻👇🏻

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Graham @cirriustech.co.uk · 31/05/2026

Long read, with the latest on my Agile Agentic Development LifeCycle (AADLC) work, and the V2 that I’ve been working towards. Long story short, it helps hugely to improve stability, outcome quality and consistency of agentic coding in GitHub Copilot. cirriustech.co.uk/blog/aadlcv2...

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Graham @cirriustech.co.uk · 28/05/2026

VirginMedia are having a moment. But also their network shutting itself is making my mesh network reboot too which is… not supposed to happen!

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Graham @cirriustech.co.uk · 26/05/2026

Hey @github.com please give copilot a kick

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Graham @cirriustech.co.uk · 26/05/2026

Human detected: locked on

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Graham @cirriustech.co.uk · 26/05/2026

Awake before alarm because melty. I think Squeak would agree with that assessment

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Graham @cirriustech.co.uk · 05/05/2026

We keep asking what AI systems can do. We should be asking what they can be made to do. I built something to test that properly: cirriustech.co.uk/blog/i-see-mp/

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Graham @cirriustech.co.uk · 05/05/2026

Would you use a GitHub copilot usage/panic meter widget? (Mock data, still wiring it all up)

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Graham @cirriustech.co.uk · 24/04/2026

Goodnight Stockholm, we barely knew ye

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