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Kói / 00: Photozine Now Available
The first Kói Creative photography collection to go on general sale is now available as a limited edition photozine, stocked in Unitom (Stevenson Square, Manchester).

David Turner
Oct 122 min read


Friction Pt. III: Full Metal Nikon
By accepted gospel of product management, my experience in part II of this trilogy should have warded me off analogue photography and the search for friction forever. I should have retreated into contactless, algorithmic comfort.
Instead, I went out looking for more.

David Turner
Sep 246 min read


La Nausée: A Sartrean View of why Business Frameworks Fail
"I was holding a pebble... I looked at it, and then it filled me with a sort of sweet disgust. How unpleasant it was! And it came from the pebble, I'm sure of it, it passed from the pebble into my hands... A sort of nausea in the hands."

David Turner
Sep 176 min read


Friction as Intent, Part Two: A Dead Kodak in Liverpool
It’s just before two in the afternoon. I’m sat in the back room of a pub in Liverpool, John Lennon staring down at me from the wall, expression equal parts disinterest and derision. Unsurprising, given I’ve just placed a Kodak from 1996 on the saloon bar table.
There’s no point taking any pictures in here, it’s too dark and I’m using a roll of Fujifilm that expired 20 years ago. Old film stock is unpredictable, so better not waste the shots in badly lit rooms.

David Turner
Sep 104 min read


Autodidacts of the North-West: 40 Miles of Self-Taught Genius
Stand on a hilltop in the Peak District outside Macclesfield and look west, and you see the watermark of a culture whose flood-tide re-invented engineering, music, painting, writing and sport across the world, over a span of two centuries. You can see North-West autodidactism.

David Turner
Sep 410 min read


Why GenAI Still Looks Like a Terminal Window: an interface analysis
GenAI has permeated everyday life. The go-to answer for millions of people faced with any number of different tasks. So why does it have such a basic monochrome interface?
Open a browser or app for any of the mainstream GenAIs, and you’ll be faced with some variation of a black page with a box for entering white text into. You can turn the mic on, upload a file or image, but those are ultimately context-driven sideshows. The text box is the start-point for almost all GenAI w

David Turner
Aug 287 min read


Praxis: You Don't Need Permission to Innovate. You Need Standards.
"Praxis is the idea that you do something cos you want to do it. And after you've done it, you find out all the reasons why you did it."
Tony Wilson said that in 1984, sitting in a bathtub in south Manchester, trying to explain Factory Records to anyone listening. It sounds romantic. It sounds like permission to follow your gut and figure it out later. But that's a misreading.

David Turner
Aug 208 min read


Claude Watermarking: The Act That Can't Keep Up
Under the EU AI Act (2024), AI companies are obliged to mark text generated by their LLMs as of August 2nd 2026. This means that companies who signed the EU Code of Practice on Transparency are introducing ways to do so. Failure to comply with text-marking could result in fines of up to €15 million, or 3% of worldwide annual turnover.
Much coverage has been given to Claude’s announced rollout of watermarking. In reality there’s actually very little to say.

David Turner
Aug 173 min read


Friction as Intent: Why Every Detail Matters
On Side 1 of Television’s 1977 LP ‘Marquee Moon’, you’ll hear Tom Verlaine sneer:
“How does a snake get out its skin?
Here's a depiction…”
The answer is of course ‘Friction’, as the song title has already given away.
Use that F word in a tech environment though and people recoil in horror. There are very few concepts more repulsive to a UX designer or Product manager than that of friction. Metrics are dedicated to the elimination of friction in all its unseemly forms.

David Turner
Aug 147 min read


VoltFleet: a production-grade IoT analytics platform for EV fleets
Fleet operators running electric vehicles face an asymmetry of information that costs them money every week. The vehicles generate enormous quantities of data - battery state, voltage, current draw, motor temperature, GPS, speed - every few seconds. Most of it goes nowhere. When something fails, it fails in the field: recovery time, roadside assistance, cargo delays.

David Turner
Aug 109 min read


From prompt to Kubernetes in an evening: what AI-assisted development really looks like
Lots of rhetoric aimed at leadership teams positions the question about AI and software development as primarily whether it will replace engineers. It's the wrong question. Asking it means missing something more useful.
The better question is what a single engineer can build in an hour, starting from scratch, and what that tells you about how technical work is changing.

David Turner
Aug 45 min read


Luxury Digital Strategy: Where Digital Belongs (and Where It Doesn't)
There's a particular kind of strategic paralysis that sets in when someone from the board - or a consultant, or a competitor's press release - tells you that digital transformation is coming for your category. You need to create a Luxury Digital strategy. The room gets serious. Roadmaps get built. Budget conversations start. And at some point, probably within eighteen months, you're affixing a fitness tracker to the Milanese-mesh bracelet of a 6-grand watch and calling it inn

David Turner
Jul 285 min read


Non-Terrestrial Networks for Automotive and IoT
Non-terrestrial networks are a recurring subject I've been asked about over the last year or two. Interest amongst Automotive and IoT teams has been piqued by Starlink, and high-return space stocks like RKLB and ASTS have pulled NTNs into the public consciousness. So to answer these questions I'll skip the full telco perspective here and focus on practical deployment.

David Turner
Jul 246 min read


The New Profile Razor Unit: Why Engineers Need Mark E. Smith
Engineering, at its best, is repeatable, testable, transferable between people because it's written down as a rule. That's exactly what the razor unit's makers had. What they didn't have was design judgement - the thing rooted in observation rather than specification, that knows when the rule has stopped serving the purpose it was built for. They applied technical rationality to a problem that needed reflection instead, and the result was an object with exact tolerances and n

David Turner
Jul 236 min read


Agentic software development: PRD to PR without code
The gap between a written product concept and working, tested, version-controlled code can now be closed without a developer writing a line of application code. From PRD to PR without code, automation is happening today.

David Turner
Jul 219 min read


Systems vs Linear Thinking: Know Which You Are
"Systems thinking" has become the kind of phrase people add to their profile the way a small business adds "artisan" to a jar of jam. It's been emptied of meaning by people using it as a shield. So it's worth asking what it would actually mean, precisely, if the word still had edges.

David Turner
Jul 166 min read


Language Models: Probability Machines, Not Oracles
Once you've played around with AI for any length of time and got under the skin of LLMs, you inevitably start to uncover the quirks, weaknesses and vulnerabilities inherent to the fundamental design concepts, and the execution itself.
As seen in my other AI projects on the site, it's not hard to trigger those weaknesses once you get beyond basic GenAI and into genuine design and build scenarios.

David Turner
Jul 1412 min read


T-Shaped, I-Shaped, X-shaped, M-shaped... Why the obsession with alphabetical labels?
Somewhere this quarter, in a talent review, a manager will describe an engineer as T-shaped. Heads will nod and a box will be ticked. The engineer, who is not in the room, will spend the next year receiving work shaped like the letter rather than shaped like their ability. Nobody will check whether the label was accurate, because it does not feel like a claim. It feels like an observation, but it’s neither.

David Turner
Jul 75 min read


Why Collecting Markets Narrow (and What You Can Do About It)
Every collecting market eventually produces the same short list of things everyone agrees are worth owning. That list is not arbitrary. It is the output of mimetic desire, corporate portfolio management, and an algorithm that rewards thumbnail legibility over depth. Understanding how the list forms does not mean rejecting it. It does mean you can decide whether you are on the list because you chose to be, or because nobody told you there was a choice.

David Turner
Jul 13 min read


Art, Code, and the Unforgiving Medium: Why software engineering and art keep solving the same problems
Rubens designed the major works, established the compositional framework, and reviewed his apprentices' execution. Van Dyck eventually forked the codebase, established his own studio, and surpassed Rubens in the field he chose. Git, the version control system underpinning most of the world's software, formalises exactly this: a master repository, branches, independent lines of work, the ability to merge or to diverge permanently.

David Turner
Jul 14 min read
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