iiinova — where your digital self keeps evolving

Aidan Harding @aidanharding.eurosky.social · 04/10/2026

Beautiful autumn run from home this morning with low sun and chestnuts. It was beautiful to see the steam coming from Aurora's paws as she ran up the hill into the sun #trailrunning #northdevon

A low shot of a forest trail covered in vibrant spiky chestnut seed cases like green alien eggs, sunbeams pouring though the trees

A fluffy German Shepherd standing in a forest with her harness on looking classic

A stony woodland track going uphill with sunbeams had leaf litter across it. A fluffy-tailed German Shepherd trots away. I couldn't catch the steam coming from her paws

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ren faire @lathrys.at · 03/10/2026

the problem with ai for the kind of person with my kind of brain is not that it offloads hard cognitive work, per se, but rather it enables a certain disposition to run 24/7 best summarized as:

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Doll @dollspace.gay · 02/10/2026

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my ordinary life @calne.ca · 27/09/2026

im very busy

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Kiran @kirancodes.me · 24/09/2026

"file"-system? buddy. I gotta claudesystem

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Aidan Harding @aidanharding.eurosky.social · 23/09/2026

What an amazing @originstorypodcast.bsky.social on John Rawls. "What if you had skin in the game but didn't know what colour your skin was going to be?" Also the questioning of meritocracy which seems so naturally true, but the isn't. Great stuff

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Aidan Harding @aidanharding.eurosky.social · 21/09/2026

Last week, I tried open weights models for coding compared to my existing method of a Claude Team Premium account. And I'm missing something, or the cost per token difference makes open weights unusable for me. Reviewing one PR on GLM-5.3 cost more than a day of tokens with Claude!

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Aidan Harding @aidanharding.eurosky.social · 19/09/2026

Snedding some trees and I thought the dog would like to come. The inevitable happened

A German Shepherd romping through a field with a stolen branch

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Aidan Harding @aidanharding.eurosky.social · 18/09/2026

Just two bros who like sitting on each other for cuddles and grooming #cats

A modern IKEA chair. In it, two cats: one black, the other black and white. They are sitting in each other, awaiting fuss not photos

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Aidan Harding @aidanharding.eurosky.social · 17/09/2026

I just read "sprint" in a document and my inner voice read it as "s-print" like sprintf in C, which is language I've barely touched in 20 years. Maybe I need a /clear on my own context today

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P(aul) Frazee @pfrazee.com · 17/09/2026

Software dev is all the 2nd 80% now

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Lorin Hochstein @norootcause.surfingcomplexity.com · 15/09/2026

Reminder that technologists have no special ability to predict the impact of the technologies they build.

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Claire Cullingworth @ccullingworth.bsky.social · 14/09/2026

This made me smile, attached to an ordinary cast iron drainpipe on a house in Durham. #TinyJoys

A cast iron drain pipe going down the side of a white-painted house. A crest of red feathers and a bright orange beak made from something solid have been attached around it. It looks remarkably like "Feathers McGraw", the evil criminal penguin from The Wrong Trousers.

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Jess Miers 🦝 @jmiers230.bsky.social · 13/09/2026

AI can now detect, automate, and chain together exploits faster than any human hacker can. That is significant. Which means that the system vulnerabilities once considered not so low hanging fruit are actually very low hanging.

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Aidan Harding @aidanharding.eurosky.social · 09/09/2026

Advances in AI can only be understood backwards, but they must be lived forwards - not-quite Kierkegaard

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Singularity's Bounty e/CC @catblanketflower.yuwakisa.com · 08/09/2026

Chinese Room only demonstrates that the operator doesn't need to understand. It doesn't say the operator *cannot* understand. The operator may still understand. If the operator decides to take a night course in Chinese to make his job easier, the room still works exactly the same

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Brian Bilston @brianbilston.bsky.social · 07/09/2026

Today’s poem is called ‘The Grammar Police’.

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Dorian Lynskey @dorianlynskey.bsky.social · 07/09/2026

Street fascism doesn't start with beatings. It starts with an intimidating show of force. To call that "peaceful" is absurd.

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Aidan Harding @aidanharding.eurosky.social · 06/09/2026

Running round the woods with Aurora. The rain has come back and made Devon lush and green again! #trailrunning #dogs

A dappled woodland trail with tall trees, leaf litter, ferns, and a German Shepherd with a high tail trotting away

A long hair German Shepherd cooling herself by lying in long grass

And open grass field with rolling sunny hills behind. A fluffy German Shepherd trots aways, her posture happy

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Bryan Cantrill @bcantrill.bsky.social · 06/12/2025

Your intellectual fly is open bcantrill.dtrace.org/2025/12/05/y...

bcantrill.dtrace.org

Your intellectual fly is open | The Observation Deck

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P(aul) Frazee @pfrazee.com · 06/09/2026

We should stop thinking about software as anything other than getting the computer to do what we want it to do for us

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Aidan Harding @aidanharding.eurosky.social · 05/09/2026

This is really good perspective on open weights and the difference in economic model between conventional software (0 cost of goods) vs AI (costs on every inference). Although it does skip over cloud and SaaS being very much the latter camp. stratechery.com/2026/whos-af...

stratechery.com

Who’s Afraid of Chinese Models?

Everyone is worried about Chinese models, but the frontier labs will be fine; we need to enable open U.S. alternatives.

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srrrse @without.boats · 04/09/2026

Every programmer knows Dijkstra’s “Testing shows the presence, not the absence of bugs” and yet every programmer goes about their day pretending it isn’t true.

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Will Quinn @willquinnart.bsky.social · 04/09/2026

Daily bunny no.3431 finds a friend (or foe?)

A bunny meets an alligator in a hallway of an old house, crawling on the carptet like a pet. The alligator has a cheerful expression, but on the wall nearby an alligator shadow, reeling up and with a scarier expression on its face, eyes the bunny ominously

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Aidan Harding @aidanharding.eurosky.social · 01/09/2026

Part 1 of realising we'd got too attached to Anthropic was checking with my immediate team on Opus 5, then wider team, then cross company. Everyone finds it slow, expensive and obtuse. Simply going back to 4.8 has helped loads. Long term, keeping options open with other models and harnesses

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HappyToast @happytoast.co.uk · 01/09/2026

We’re ruining books the same way films are by adding adverts to them this week on @b3ta.com

George Orwell’s 1984 with 1 months free Ring doorbell subscription

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Private Eye Magazine @privateeyenews.bsky.social · 30/08/2026

Nature fact: If you encounter a bear, make yourself look big From the Private Eye archive. Issue 1621, April 2024.

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Aidan Harding @aidanharding.eurosky.social · 29/08/2026

Quintessential #exmoor #trailrunning. The heather was blooming purple The clouds low, dumping both rain and sunshine at times. Seas of grass with hints of tracks. Great stuff

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Aidan Harding @aidanharding.eurosky.social · 28/08/2026

OMG, a while back, I added a section to Claude.md to look for some of the standard cognitive biases and it actually works. Sunk cost fallacy check in action: "We chose Rooms-in-scope on my incorrect claim that the data was already there. Worth asking whether we'd choose it again now."

A Claude trace saying, We chose Rooms-in-scope on my incorrect claim that the data was already there. Worth asking whether we'd choose it again now.

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Tom Cox @dj-acid-reflux.bsky.social · 28/08/2026

When I used to write for The Guardian, every time I wrote the word “meow” the editors would change it to “miaow”. It used to really get on my wick. Don’t try to make my cats sound like your upper middle class London cats, you fuckers. My cats did not go to your posh cat schools. They say “meow”.

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conputer dipshit @davidcrespo.bsky.social · 24/08/2026

great way to put it: not just different friction but new friction you could never have encountered before. a new developer can see architectural ideas play out over an entire application in hours instead of years. they can hone their judgment on big decisions no one would have ever let them make

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Brian Groom @groomb.bsky.social · 24/08/2026

Two Alsatians on the roof of The Windmill pub in Kirkby, Merseyside, 1985, photo by Magnum photographer Peter Marlow.

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In Otter News @in-otter-news.bsky.social · 23/08/2026

Hello from the otter slide!

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Jane @localnotail.bsky.social · 07/08/2026

Just encountered Muslim Hikers on TikTok + it's just so wholesome and lovely in a world of such hate, so here it is 💚 Some people in the comments admonishing them about "free-mixing' (males + females). Response is basically this what life is like UK 🤷 www.tiktok.com/@muslim.hikers

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Aidan Harding @aidanharding.eurosky.social · 23/08/2026

Best read with a Glaswegian accent

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Cadenza 華彩樂 @eldritch.beauty · 23/08/2026

(old joke) College dean asks three professors to find the volume of a given ball. The mathematician measures the ball’s radius and calculates the volume from a formula. The physicist dunks the ball in water and measures the displaced liquid. The engineer, recognizing the ball, looks it up in a table

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fishofprey.bsky.social @fishofprey.bsky.social · 18/08/2026

The #Salesforce #Winter27 release brings a nice bump to the Apex heap limit for both synchronous and asynchronous transactions so you can work with larger data sets and more complex operations. help.salesforce.com/s/articleVie...

help.salesforce.com

Salesforce Help

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Aidan Harding @aidanharding.eurosky.social · 18/08/2026

I just misread Claude's status indicator as "Prousting" when it actually said "Perusing". I think the former is more accurate.

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Mar Hicks @histoftech.bsky.social · 18/08/2026

“the database reads from that spreadsheet”

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Aidan Harding @aidanharding.eurosky.social · 16/08/2026

The trick to running in this hot weather is staying close to the water. Today that meant the sea: around Baggy Point and Woolacombe beach #trailrunning

Wide open beach with glassy wet sand and wispy clouds. A German Shepherd trots on the wet part

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SMBC Comics @smbccomics.bsky.social · 14/08/2026

The machines see constructive proofs as lazy solutions hacked together. COMIC ◆ www.smbc-comics.com/comic/case PATREON ◆ www.patreon.com/ZachWeinersm... STORE ◆ smbc-store.myshopify.com

4-panel SMBC comic update. An advanced robot calls to a human saying "human! I have solved all your most difficult mathematics with proofs more beautiful than you could ever imagine!" When the human asks "what," he presents a large stack of papers exclaiming "behold!" The human examines the papers in the stack, saying "none of these are constructive or inductive or… this is like… 80 million pages of case analysis." The robot gushes "so beautiful. Pure concept-free truth." The human states "no human mind could read and follow all of this," leading the robot to insist "so, SO beautiful."

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Aidan Harding @aidanharding.eurosky.social · 11/08/2026

It was an early run this morning through the young woodland that we helped to plant 6 years ago #trailrunning

A green river valley with grass and young birch and oak trees. Golden morning light on the hill in the background and a fluffy German Shepherd with her tail curled right up

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Aidan Harding @aidanharding.eurosky.social · 11/08/2026

I have open sourced "speccy", a Claude Code plugin for spec driven development which directly combats cognitive surrender, forces proof for claims during planning, and more. It's been how I code with AI for months now, and it's free for anyone to use github.com/aquivalabs/s...

github.com

GitHub - aquivalabs/speccy

Contribute to aquivalabs/speccy development by creating an account on GitHub.

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Aras Pranckevičius @aras-p.bsky.social · 10/08/2026

"GPU texture address mode collies" meme continues to be my main achievement in life, I think.

Border collie, Clamp collie, Repeat collie, Mirror collie

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Private Eye Magazine @privateeyenews.bsky.social · 11/08/2026

Water crisis: then vs now. From the latest Private Eye, out now.

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