Shellsharks Blogroll - BlogFlock

A landmark study of AI in newsrooms reveals they need to be coaxed to experiment with their business models - Werd I/O

2026-10-18T23:53:10.000Z

Link: The News + AI Field Report, by Djordje Padejski for the Walter Cronkite School of Journalism and Mass Communication

The News + AI Field Report for 2022-2025, produced by Djordje Padejski in conjunction with ASU’s Knight Center for the Future of News, is a landmark analysis of how newsrooms are experimenting with AI. The interactive app is also a really useful way to explore the 160 projects covered by this research.

I’ve been mulling over one of the findings described in the summary:

“Newsrooms are most worried about the business threat from AI and have built the least for it. Interviews reveal widespread anxiety about the effects of AI on site traffic, audience behavior and news business models. Yet relatively few projects focus on revenue, subscriptions or fundraising.”

20% of projects were business-related, but every fundraising project and over half of the business projects were grantees in the American Journalism Project’s AI programs. If those newsrooms are stripped out, the numbers drop significantly.

I think there’s a subtext worth talking about: I suspect the innovation projects listed here (that weren’t a part of a specific cohort) are a temperature check on how newsrooms are building technology / product experiments in general. If that’s the case, it implies that news is sticking to its comfort zone and spending much more time innovating on editorial concerns, and much less time experimenting with solutions for its existential business threats.

Reader-facing chatbots are a different angle on this: I’d call them a way for newsrooms to say they’re experimenting with AI without actually addressing a core user need. Newsroom websites are absolutely not where the chat layer should live (except, perhaps, for the use cases that provide deeper archive search for subscribers): AI users already have their own chatbots, which are the interfaces for all their AI-powered information. There are deeper ways AI could address user needs; the trick is that they would involve experimenting with the fundamental ways newsrooms do business. In turn, that requires both a willingness to do so, and much deeper collaboration between teams to make it happen.

So then the question becomes: how do we not just beef up journalism’s experiments in its business models, but the excitement and appetite to do so? Often the product teams that might be the owners of these kinds of experiments don’t (quite reasonably) own business models; how can those teams collaborate effectively? Funding from AJP clearly made a difference — is outside scaffolding required for this work to take place? How might product teams empower every team in the newsroom to run experiments?

These are much bigger questions than AI – and they’re questions newsrooms probably should be grappling with. In the meantime, I’m very grateful this analysis exists, and I hope it’s renewed to capture the year that follows.

2026-10-18 13:22: Terence Eden asking on Mastodon what people's setups look like. Here's mine - 38" ultrawide... - Kev Quirk

2026-10-18T12:22:00.000Z

Terence Eden asking on Mastodon what people's setups look like. Here's mine - 38" ultrawide LG monitor that docks to my Framework 13, Fully standing desk, fish tank and motorbike helmets on the wall. I love my home office, but I do like heading into the office too.

Thanks for reading this post via RSS. RSS is ace, and so are you. ❤️

You can reply to this post by email, or leave a comment.

Year 4 at the Smallholding - Kev Quirk

2026-10-18T12:10:00.000Z

So today marks the 4th anniversary of us moving to our 2.5 acre smallholding in north Wales. I can't believe it's been 4 years already - it feels like 5 minutes ago that I wad writing my 3 years at the smallholding post.

Last year's update wasn't as positive as previous years thanks to us having to get a new roof, which cost a shit tonne of money, and caused leaks all over the house. But I'm happy to say that the update for this year is mostly positive. I ended last year's post by saying:

If next year I can get the polytunnel and conservatory done, I'll class that as a win. I'd love to get a quad bike for towing the flail too, but again...money.

Unfortunately there's no poly tunnel, no insulation in the conservatory, and no quad bike in the barn. Let me explain...

Goats

In March of this year we decided it would be a good idea to get some goats. My wife had been talking to a goat farmer in mid-Wales for a few months, and we decided the time was right to get some. So we ordered 4 male pygmy goats and brought them home in the back of the car!

Our first 4 goats arriving home

While we were at the farm, the farmer showed us a beautiful half pygmy, half "normal" goat and her 2 kids, along with a little pygmy goat that followed her around like a lost puppy. We immediately warmed to all of them, but we couldn't fit them in the car, so we had to pass.

After a week or so of thinking about them, my wife decided to head back down there and pick them up too. So we ended up with 8 goats all together. I'm really glad that my wife decided to get the second batch, as the mum (now called Betsy) is so friendly and one of my favourite of the group.

Betsy being lovely (as usual)

Improving their home

We're very lucky to have a pair of stables at the back of our property, one was already used by the chickens, so we setup the other for the goats. However, the stables and surrounding needed some work. We had to:

Install a land drain and level the ground
Extend the hard standing around the stables
Get some fencing installed
Replace the doors and windows
Install ventilation and power
Create a "rock wall" for the goats to play on

Unfortunately this all took up what little budget we had left following the roof, so the poly tunnel and insulation in the conservatory had to wait.

We completed the renovations on the stables and both the chickens and the goats now have a lovely little home that has lots of space, but (more importantly) meets their needs.

Goats and chickens on the rock wall

Here's a little gallery of how the work progressed on the stables:

Land drain installed and ground leveled

Extended hard standing around the stables

Fencing being installed

New windows and doors being installed

All finished...ish

Bonus photo of a happy Lando sitting in his food bowl

Chickens

As well as goats, we decided to add to our flock of chickens, but instead of just buying more we wanted to do it a little differently. We have a rooster now, so all our eggs are fertilised and we decided to try and hatch some eggs instead. We also wanted to get something a little different, so my wife bought some guinea fowl eggs, which we put under a broody hen to see if they would hatch. They did, and we ended up with 5 beautiful (but noisy) guinea fowl.

Three of the fowl keets

The other 2 with their adopted mum, Nugget

4 of the 5 fowl today, still with Nugget

The guinea fowl were a great success - 5 of the 6 eggs hatched. So we decided to attempt the same thing with some of our chicken eggs, especially since a fox had gotten one of the hens and we wanted to hatch some of her eggs. Unfortunately we had no broody hens at the time, so we decided to buy an incubator and cheat.

We attempted to hatch 12 eggs, but only 3 were successful unfortunately. We think 2 of them are roosters too, so we will see how that goes as they grow up and undoubtedly challenge their dad. We're thinking about doing it again this spring, but we're worried about having a plethora of roosters and what we will ultimately have to do to them. 💀

Finally I installed some new perches for the chickens to roost on in the evening. Below is a removable shelf that makes things way easier to clean.

Another blow

So at this point we had used up everything we had saved. We had literally nothing in our savings account. Then we noticed that our older dog, Tia, who's 14, was getting very smelly breath and whenever she was chewing her favourite ball, her mouth was bleeding.

So we took her to the vets and they told us she had a fairly common type of benign tumour growing in her mouth. Although it was benign, it was very aggressive and if left untreated she would have 6-12 months if she was lucky. And it would be a very uncomfortable end for her.

We had to get it looked at, but this was going to cost thousands and in a 14 year old dog, I wasn't sure if it was worth it. The last thing we wanted was to put her through all this only to find out in a few months that she had another terminal condition that would end her life anyway.

I know that sounds heartless, but I think at times like this it's important to be practical and take into account how much the dog will suffer, and whether we're doing it for us, or them.

She needed a CT scan on her jaw to see if surgery was viable, so we decided to get a full body CT scan done instead. This would give us a good indication if anything else untoward was going on in her body. Lucky for us the CT came back all clear and the surgery on her jaw was viable, so we went ahead.

Three operations, 1 infection, and lots of discomfort later for poor Tia, and she's now fully recovered after having around 40% of her lower jaw removed. Unfortunately for her, this means her rather large tongue often dangles out of her mouth these days. But we think she's still gorgeous.

As if this wasn't punishment enough, we also got a new puppy, Nelly, at the same time that Tia was going through all this. So managing a sick dog, a new puppy, and keeping 2 kids entertained during their summer holidays really wasn't a fun time.

We had bought Nelly way before we knew Tia was sick. The kids knew she was coming, and we had all met Nell multiple times. So although we knew it would be a nightmare, we didn't want to renege on buying her. Let me tell you, dear reader, it was rough. Like, really rough, but we're glad we stuck it out because Nelly is beautiful and such a wonderful addition to our family.

What's next?

Tia's surgery ended up costing us around £6,000 (~$8,000). We already had no money, so it had to go on a credit card, which we will pay off over the next few months.

Our plans for year 5 are the same as year 4, I think - we'd love to get a poly tunnel in and the roof in the conservatory insulated so we can use it all year round. But we will need to see how the finances go - hopefully there will be no more unexpected expenses for a little while. We can only hope.

In the meantime we continue to enjoy our brood of various animals and the little plot we call home.

Thanks for reading this post via RSS. RSS is ace, and so are you. ❤️

You can reply to this post by email, or leave a comment.

Una Watch TOTP - MFA on your wrist! - Terence Eden’s Blog

2026-10-18T11:34:08.000Z

Let's get this out of the way first - this is a terrible idea! I want my two-factor authentication codes to be easily accessible to me, so I've built a watch app which will display them. That's really convenient for me - but makes for a terrible security posture. Anyone who steals my watch will be able to see my one-time code. If they're clever, they can decompile the app and find the secret which powers the code generation.

You should absolutely not do this and, if you ignore my warnings, you should only do this for codes which aren't critical to your security.

In my defence, an attacker would still need my username and password to make any use of these codes - but please don't trust your security to my deranged witterings.

What It Looks Like

Prior Art

I'm sure many other people have done this. Indeed, three years ago I built An eInk, Wrist-Mounted, TOTP Generator.

The Service

This is in my Service.cpp - as you can see, it's pretty simple. This won't let you add in hundreds of codes - you get one and that's it. There's no countdown when a code is about to expire, so I recommend waiting until a new one pops up before you start typing it in.

I'll be candid, I haven't used C++ properly since university - and that was in the last century. I've mostly just cut things out to see what breaks. Feel free to educate me on the correct idiomatic code.

You will need to set your own secret in here.

//  Standard includes.
#include "Service.hpp"
#include "SDK/Messages/CommandMessages.hpp"
#include "SDK/Messages/MessageGuard.hpp"

//  Needed for PureTOTP.
#include 
#include "TOTP.h"

#include 
#include 

//  What this Glance can do.
Service::Service(SDK::Kernel &kernel)
    : mKernel(kernel)
    , mGlanceUI()
    , mGlanceTitle()
    , mGlanceValue()
{}

void Service::createGuiControls()
{
    //  Set the main title in the Glance.
    mGlanceTitle = mGlanceUI.createText();
    mGlanceTitle.pos({ kTitleX, kTitleY }, { kTitleW, kTitleH })
        .font(GlanceFont_t::GLANCE_FONT_POPPINS_SEMIBOLD_20)
        .color(GlanceColor_t::GLANCE_COLOR_TEAL)
        .setText("HSBC MFA Code")
        .alignment(GlanceAlignH_t::GLANCE_ALIGN_H_CENTER);

    //  Set the default text for the value.
    mGlanceValue = mGlanceUI.createText();
    mGlanceValue.pos({ 20, kValueY }, { 200, kValueH })
        .font(GlanceFont_t::GLANCE_FONT_POPPINS_SEMIBOLD_20)
        .color(GlanceColor_t::GLANCE_COLOR_YELLOW_DARK)
        .setText( "Waiting for update" )
        .alignment(GlanceAlignH_t::GLANCE_ALIGN_H_CENTER);
}

void Service::glanceUpdate()
{
    //  Set the Base32 encoded secret (all uppercase).
    std::string secret = "QWERTYUIOP";
    //  Generate the code based on the Unix timestamp right now.
    const std::time_t t = std::time(0);
    std::string code = TOTP::GenerateTOTP( 6, 30, TOTP::HMAC_SHA1, secret, t );

    std::ostringstream ss;
    ss << t;

    //  Convert the string to char* and display it as the value.
    mGlanceValue.print( code.c_str() ); 

    //  Show the Unix time to check the timezone is correct.
    // mGlanceTitle.print( ss.str().c_str() );
}

//  No service.
Service::~Service(){}

//  When this glance is opened.
void Service::run()
{
    while (true) {
        SDK::MessageBase *msg;
        if(!mKernel.comm.getMessage(msg)) {
            continue;
        }

        switch (msg->getType()) {
            //  The Glance has started.
            case SDK::MessageType::EVENT_GLANCE_START:
                if (configGui()) {
                    createGuiControls();
                } else {
                    mKernel.comm.releaseMessage(msg);
                    mKernel.sys.exit(0);
                }
                break;
            //  The Glance has been stopped.
            case SDK::MessageType::COMMAND_APP_STOP:
            case SDK::MessageType::EVENT_GLANCE_STOP:
                mKernel.comm.releaseMessage(msg);
                return;
                break;

            //  Every second, perform an action.
            case SDK::MessageType::EVENT_GLANCE_TICK:
                onGlanceTick();
                break;

            default:
                break;
        }

        mKernel.comm.releaseMessage(msg);
    }
}

void Service::onGlanceTick()
{
    if (mGlanceUI.isInvalid()) {
        if (auto upd = SDK::make_msg(mKernel)) {
            upd->name           = APP_NAME;
            upd->controls       = mGlanceUI.data();
            upd->controlsNumber = static_cast(mGlanceUI.size());
            upd.send(100);
        }

        mGlanceUI.setValid();
    }
    glanceUpdate();
}

bool Service::configGui()
{
    bool status = false;
    if (auto gc = SDK::make_msg(mKernel)) {
        if (gc.send(100) && gc.ok()) {
            if (gc->maxControls >= 3) {
                mGlanceUI.setWidth(gc->width);
                mGlanceUI.setHeight(gc->height);
                status = true;
            }
        }
    }
    return status;
}

The Library

There are dozens of C++ libraries for RFC 6238 generation. I ended up using PureTOTP as it didn't require any external dependencies and was only two files. As I only needed SHA1 TOTP codes, I stripped out a bunch of functionality which was unnecessary for me. Similarly, I only wanted to generate 6 digit codes with a 30 second period - so took out anything which did more than that.

I've tidied up the code and comments where I can. The original was MIT Licenced - so this is as well.

There are two parts to this. First, the header

// TOTP.h
//
#pragma once
#include 
class TOTP
{
public:
    const static int HMAC_SHA1 = 20;    //  Length of HMAC.

    static std::string GenerateTOTP(const std::string& secret);
    static std::string GenerateTOTP(int digit, int refreshSeconds, int algorithm, const std::string& secret, int specTime);

    TOTP(int digit, int refreshSeconds, int algorithm, const std::string& secret): digit(digit), refreshSeconds(refreshSeconds), algorithm(algorithm), secret(secret) {}
    TOTP(const std::string& secret): digit(6), refreshSeconds(30), algorithm(HMAC_SHA1), secret(secret) {}

    std::string currentTOTP();

private:
    int digit, refreshSeconds, algorithm;

    std::string secret;
};

Next is the standalone library which does the TOTP generation, TOTP.cpp

// TOTP.cpp
//
#include "TOTP.h"
#include 
#include 
#include 
#include 
#include 
#include 
#include 
#include 
#include 
#include 
using namespace std;

struct JEVP_MD
{
    enum Kind {
        SHA1
    };

    Kind kind;
    int  md_size;
    int  block_size;
};

static inline uint32_t rotl32(uint32_t x, uint32_t n) { return (x << n) | (x >> (32 - n)); }
static inline uint32_t rotr32(uint32_t x, uint32_t n) { return (x >> n) | (x << (32 - n)); }
static inline uint64_t rotr64(uint64_t x, uint64_t n) { return (x >> n) | (x << (64 - n)); }

static uint32_t load_be32(const unsigned char* p)
{
    return (uint32_t(p[0]) << 24) |
           (uint32_t(p[1]) << 16) |
           (uint32_t(p[2]) <<  8) |
            uint32_t(p[3]);
}

static void store_be32(uint32_t v, unsigned char* p)
{
    p[0] = static_cast((v >> 24) & 0xFF);
    p[1] = static_cast((v >> 16) & 0xFF);
    p[2] = static_cast((v >>  8) & 0xFF);
    p[3] = static_cast( v        & 0xFF);
}

static void store_be64(uint64_t v, unsigned char* p)
{
    p[0] = static_cast((v >> 56) & 0xFF);
    p[1] = static_cast((v >> 48) & 0xFF);
    p[2] = static_cast((v >> 40) & 0xFF);
    p[3] = static_cast((v >> 32) & 0xFF);
    p[4] = static_cast((v >> 24) & 0xFF);
    p[5] = static_cast((v >> 16) & 0xFF);
    p[6] = static_cast((v >>  8) & 0xFF);
    p[7] = static_cast( v        & 0xFF);
}

static vector sha1_hash(const unsigned char* data, size_t len)
{
    vector msg(data, data + len);
    uint64_t              bit_len = static_cast(len) * 8;

    msg.push_back(0x80);
    while ((msg.size() % 64) != 56) msg.push_back(0x00);

    unsigned char lenbuf[8];
    store_be64(bit_len, lenbuf);
    msg.insert(msg.end(), lenbuf, lenbuf + 8);

    uint32_t h0 = 0x67452301;
    uint32_t h1 = 0xEFCDAB89;
    uint32_t h2 = 0x98BADCFE;
    uint32_t h3 = 0x10325476;
    uint32_t h4 = 0xC3D2E1F0;

    for (size_t chunk = 0; chunk < msg.size(); chunk += 64)
    {
        uint32_t w[80];
        for (int i = 0; i < 16; ++i)
            w[i] = load_be32(&msg[chunk + i * 4]);
        for (int i = 16; i < 80; ++i)
            w[i] = rotl32(w[i - 3] ^ w[i - 8] ^ w[i - 14] ^ w[i - 16], 1);

        uint32_t a = h0, b = h1, c = h2, d = h3, e = h4;

        for (int i = 0; i < 80; ++i)
        {
            uint32_t f, k;
            if (i < 20)
            {
                f = (b & c) | ((~b) & d);
                k = 0x5A827999;
            }
            else if (i < 40)
            {
                f = b ^ c ^ d;
                k = 0x6ED9EBA1;
            }
            else if (i < 60)
            {
                f = (b & c) | (b & d) | (c & d);
                k = 0x8F1BBCDC;
            }
            else
            {
                f = b ^ c ^ d;
                k = 0xCA62C1D6;
            }

            uint32_t temp = rotl32(a, 5) + f + e + k + w[i];

            e = d;
            d = c;
            c = rotl32(b, 30);
            b = a;
            a = temp;
        }

        h0 += a;
        h1 += b;
        h2 += c;
        h3 += d;
        h4 += e;
    }

    vector out(20);
    store_be32(h0, &out[ 0]);
    store_be32(h1, &out[ 4]);
    store_be32(h2, &out[ 8]);
    store_be32(h3, &out[12]);
    store_be32(h4, &out[16]);
    return out;
}

static const JEVP_MD g_sha1   = {JEVP_MD::SHA1, 20, 64};

const JEVP_MD* JEVP_sha1() { return &g_sha1; }

unsigned char* JHMAC(const JEVP_MD* JEVP_MD, const void* key, int key_len, const unsigned char* data, size_t data_len, unsigned char* md, unsigned int* md_len)
{
    if (!JEVP_MD || !key || key_len < 0 || !data)
        return nullptr;

    static thread_local unsigned char static_md[64];

    if (!md)
        md = static_md;

    vector key_block(JEVP_MD->block_size, 0);
    const unsigned char*  key_bytes = static_cast(key);

    vector real_key;
    if (key_len > JEVP_MD->block_size)
    {
        real_key = sha1_hash(key_bytes, static_cast(key_len));
        std::copy(real_key.begin(), real_key.end(), key_block.begin());
    }
    else
    {
        std::copy(key_bytes, key_bytes + key_len, key_block.begin());
    }

    vector ipad(JEVP_MD->block_size);
    vector opad(JEVP_MD->block_size);
    for (int i = 0; i < JEVP_MD->block_size; ++i)
    {
        ipad[i] = static_cast(key_block[i] ^ 0x36);
        opad[i] = static_cast(key_block[i] ^ 0x5C);
    }

    vector inner;
    inner.reserve(JEVP_MD->block_size + data_len);
    inner.insert(inner.end(), ipad.begin(), ipad.end());
    inner.insert(inner.end(), data, data + data_len);

    vector inner_hash = sha1_hash(inner.data(), inner.size());

    vector outer;
    outer.reserve(JEVP_MD->block_size + inner_hash.size());
    outer.insert(outer.end(), opad.begin(), opad.end());
    outer.insert(outer.end(), inner_hash.begin(), inner_hash.end());

    vector final_hash = sha1_hash(outer.data(), outer.size());

    std::memcpy(md, final_hash.data(), final_hash.size());
    if (md_len) *md_len = static_cast(final_hash.size());

    return md;
}

//  Base32 decoding table.
/* clang-format off */
const int base32_reverse_map[128] =
{
    255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, // 15
    255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, // 31
    255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, // 47
//      (49)   2    3    4    5    6    7  (56)
    255, 255,  26,  27,  28,  29,  30,  31, 255, 255, 255, 255, 255, 255, 255, 255, // 63
// (64)   A    B    C    D    E    F    G    H    I    J    K    L    M    N    O
    255,   0,   1,   2,   3,   4,   5,   6,   7,   8,   9,  10,  11,  12,  13,  14, // 79
//   P    Q    R    S    T    U    V    W    X    Y    Z  (91)
    15,  16,  17,  18,  19,  20,  21,  22,  23,  24,  25, 255, 255, 255, 255, 255, // 95
// (96)   A    B    C    D    E    F    G    H    I    J    K    L    M    N    O  // lower case instead
    255,   0,   1,   2,   3,   4,   5,   6,   7,   8,   9,  10,  11,  12,  13,  14, // 111
//   P    Q    R    S    T    U    V    W    X    Y    Z (123)                     // lower case instead
    15,  16,  17,  18,  19,  20,  21,  22,  23,  24,  25, 255, 255, 255, 255, 255  // 127
};
/* clang-format on */

//  Base32 decoding function.
vector base32_decode(const string& base32)
{
    queue q_rev;
    for (const char& c : base32)
    {
        if (c <= 49 || (c >= 56 && c <= 64) || (c >= 91 && c <= 96) || c >= 123)
        { //    Illegal lower case will be treat as upper case thanks to base32_reverse_map.
            if (c == '=') break;
        }
        else
        {
            q_rev.push(base32_reverse_map[(int)c]); //  Get integers of base32.
        }
    }
    queue q_bin;
    while (!q_rev.empty()) //   Transform the integers into bits and queue them up.
    {
        int now = q_rev.front(); // Get a integer from queue.
        q_rev.pop();
        stack sb;
        for (int i = 0; i < 5; i++) //  Push the bits of this integer into stack
        {                           //  5 bits into 1 group
            sb.push(now & 1);       //  Push the last bit of this integer into stack.
            now >>= 1;              //  Flush the last bit.
        }
        while (!sb.empty()) //  Flush the bits of this integer into binary queue.
        {
            q_bin.push(sb.top()); //    Pop bits from stack into binary queue.
            sb.pop();
        }
    }
    vector uc;
    while (!q_bin.empty()) //   Transform the bits into bytes.
    {
        int thehex = 0;
        for (int i = 0; i < 8; i++) //  Read a byte from the bits queue.
        {
            if (q_bin.empty())
            {                     //    If the bits queue is empty now,
                thehex <<= 8 - i; //    set 0 on the last bits of a byte.
                break;
            }
            thehex <<= 1;                 //    Make the space for the new bit.
            thehex |= (int)q_bin.front(); //    Push this bit into byte.
            q_bin.pop();
        }
        uc.push_back((unsigned char)thehex);
    }

    if (uc.back() == 0) uc.pop_back();     //   TOTP may abandon last zero.
    if (uc.size() % 2 != 0) uc.pop_back(); //   TOTP may abandon odd res.
    return uc;
}

//  Get Unix Time.
time_t getUnixTime()
{
    return time(0);
}

//  Calculate the TOTP time signature.
time_t getTimeSign(int refreshPeriod, time_t specUnixTime)
{
    time_t outTime = specUnixTime / refreshPeriod;
    return outTime;
}

//  Transform time_t aka  to bytes.
vector llong2bytes(time_t tt)
{
    uint64_t value = static_cast(tt);

    vector bytes(8);

    for (int i = 7; i >= 0; --i)
    {
        bytes[i] = static_cast(value & 0xFF);
        value >>= 8;
    }

    return bytes;
}

//  Fast Exponentiation algorithm.
unsigned fastpow(unsigned base, unsigned index)
{
    if (index == 0) return 1;
    unsigned t = 1;
    while (index != 0)
    {
        if (index & 1) t *= base;
        index >>= 1;
        base *= base;
    }
    return t;
}

//  Calculate TOTP according to RFC standard.
std::string hash_to_TOTP(const unsigned char* hmac, unsigned int length, int digit)
{
    int offset = hmac[length - 1] & 0x0F;

    uint32_t bin_code = ((hmac[offset]     & 0x7F) << 24) |
                        ((hmac[offset + 1] & 0xFF) << 16) |
                        ((hmac[offset + 2] & 0xFF) << 8)  |
                        ( hmac[offset + 3] & 0xFF);

    uint32_t mod = 1;
    for (int i = 0; i < digit; ++i) mod *= 10;

    uint32_t otp = bin_code % mod;

    std::ostringstream oss;
    oss << std::setw(digit) << std::setfill('0') << otp;
    return oss.str();
}

std::string TOTP::GenerateTOTP(const std::string& secret)
{
    return GenerateTOTP(6, 30, HMAC_SHA1, secret, getUnixTime());
}

std::string TOTP::GenerateTOTP(int digit, int refreshSeconds, int algorithm, const std::string& secret, int specTime)
{
    vector h_msg = llong2bytes(getTimeSign(refreshSeconds, specTime)); //    Get current time signature and transform time_t aka  to bytes.
    vector h_key = base32_decode(secret); // Transform base32 encoded secret key to decoded bytes.

    unsigned char* out_hmac = new unsigned char[algorithm]; //  Perform openssl function to calculate HMAC-SHA1 hash.
    unsigned int   out_hmac_length;
    const JEVP_MD* emd;
    emd = JEVP_sha1();
    JHMAC(emd, h_key.data(), (int)h_key.size(), h_msg.data(), (int)h_msg.size(), out_hmac, &out_hmac_length);

    string fine = hash_to_TOTP(out_hmac, out_hmac_length, digit);
    delete[] out_hmac;

    return fine; // Calculate TOTP according to RFC standard.
}

std::string TOTP::currentTOTP()
{
    return GenerateTOTP(digit, refreshSeconds, algorithm, secret, getUnixTime());
}

Forum accounts are being connected to Johnny.Decimal accounts - Johnny.Decimal

2026-10-18T06:21:07.000Z

Until today, your forum account has been a completely separate account to your Johnny.Decimal account.

This was confusing. People wonder why they needed another account for the forum.

As of today, they're connected. When you log in at the forum, there's a button to do that With your Johnny.Decimal account.

Existing forum logins will stop working in a month.

There are more details in this pinned forum post. There's a bit of a migration process if your email addresses don't match, sorry. If you have any problems, post in that thread or email me.

Weeknotes W1 - James' Coffee Blog

2026-10-18T00:00:00.000Z

Many of my pieces of writing, especially my creative non-fiction and Nature pieces, describe a single moment or the events that happened over the course of a day. With that in mind, one of the skills I want to develop in my writing is to consider longer periods of time in my writing – to tell stories that expand over greater lengths.

During the Homebrew Website Club Asia/Pacific meetup this week – open to all, hosted at a time that works well in the Asia/Pacific timezone by Naty – the topic of weeknotes came up. This got me thinking. Could weeknotes be a way for me to think about a longer time horizon in my writing? Shortly thereafter, I decided I wanted to try weeknotes again, this time committing to writing one week note each week for four weeks, ideally on a Sunday evening.

I suspect my weeknotes will be oriented more around bullet points than longer prose, but, in any case, I am coming at weeknotes afresh (I have tried to author weeknotes twice, but on my last try I ended up spending more time making a custom page layout than writing, which may have made the practice less sustainable). I am keen to see what I write and share!

The highlights

Herein, events of the week.

This was a busy week in terms of studying. I am continuing to work my way through the “art and the environment” block that I am studying. This week I spent a lot of time reading the textbook. I especially enjoyed learning about the Frost Fairs in London. Part of our work was focused on what we can learn about European attitudes to cold climates by analysing both art and prints from the London Frost Fairs as well as art and documents pertaining to the Arctic.

We did a “virtual gallery visit” where one of our lecturers presented photos of and historical background about artefacts from the Uffizi Gallery in Florence, discussing them in the context of our module. This was my second time attending such a visit, and I got a lot out of it. I didn't realise the extent of the excess wealth the Medici family had.

This was a busy week for events, too. I hosted a Homebrew Website Club (HWC) on Wednesday (notes), a HWC Writing discussion on Saturday (notes), and the 32-Bit Café Web Weaving Workshop today, as well as helping out with a non-technical event in a different community. Reflecting on these events in aggregate, they all have their own identity: I ask different opening questions in each, discussions flow in different ways. Indeed, when I am hosting an event I have to be “on” as much as possible; even if I take a few moments to find a link or write notes, I still need to be attentive to the wider room, thinking about how to make sure discussion continues between several participants. Perhaps I should write something about hosting online events. Reader, what would you like to know?

I had one day this week where I had four events I wanted to go to that were scheduled for the same three hour window: Front End Study Hall, the aforementioned virtual gallery visit, another university event, and a writing club event. It was hard to choose, but I decided to attend the first 30 mins of Front End Study Hall, which started before all the other events, then the full gallery visit. This worked out well: I had a great evening, and I didn't end up pushing myself to try and be in too many places at once.

This afternoon I watched the last game in the NFL London series on the television. Stroud’s passes were amazing. The Jaguars had me on the edge of my seat many times due to flags (a problem in their game in London last week too). I missed the final minute, at which point the game was equal. I just read the final score and the Texans won 34-31. I am not sure how many more games I will watch this season – the London games are on at such a convenient time – but I do want to learn more about how to “follow” a sport without watching the games. Any suggestions would be sincerely appreciated.

Music corner

Herein, music I have enjoyed listening to this week.

Courtney Barnett’s music is amazing. Thank you Thamara for the recommendation. I have listened to almost two whole album after learning about her music yesterday. Barnett is one of many Australian singers whose music I really appreciate, others being Hilltop Hoods, Montaigne, and Angus & Julia Stone.
Taylor Swift released two new versions of Patient Zero: the acoustic and piano versions. Of the two, the piano version is my favourite. I shall have to listen to it again after finishing this post.
I am on the lookout for hip-hop / rap bands, ideally that are more words-focused in their songs (and don’t sing too fast). If you have any recommendations, send me an email!
I listened to a few songs by Sigur Rós this week whose music I loved. Any more recommendations along these lines would be sincerely appreciated!

Thoughts, wandering

Herein, wondering thoughts as-yet not explicitly included in my writing.

How titles change a work.
“Reading the texts of time.”
I haven’t been doing many technical changes to my site lately. I haven’t had much inspiration for the coding side of my site of late. I feel both satisfied with the design of my website and also feeling like I want to make something new. Maybe a new page in my playground?
I am interested in why bookshops are so fascinating to me even when I know I don’t want to buy any books because I have some to read already. I’m thinking of bookshops as a place for visual inspiration.
I would like to make more zines, but I am also struggling to find the motivation. I saw a cool zine in a bookshop at the weekend that had a photo on the front cover and was tiny. I wonder if I could make a tiny photo zine?
Blogging encourages writing to become part of life.
I need new shoes for the winter. I always procrastinate on shoe shopping because I struggle to find shoes that are comfortable and that I like.

Miscellanea

Santiago Calatrava has worked on many impressive buildings. Two that stood out that he has worked on are the Milwaukee Art Museum and Liège-Guillemins railway station.
This series of Wonders of Web Weaving is coming to a close. I am not sure if there will be another series yet, but w will see! I will think more about that in the next year.
I thought I had more links to share in this post, but I looked at my bookmarks and I realised I haven’t saved many. I should keep this in mind for next week!
Naty’s recent feed changes caused some people to see all of her posts again in their web readers. This is common in tweaking web feeds. I have done the same in the past. I learned this week that Artemis was able to handle the changes with grace and didn’t show all of the posts in Naty’s feed as new. I can’t exactly remember all of the technical decisions I made to make this happen – it has been a while since I touched the polling part of the project – but I am glad to see things working.
The Book That Changed My Life was a wonderful documentary. After the documentary I found myself thinking more about my favourite book, Walden.
Seeing Joel and Naty publish weeknotes is what inspired me to give this a go. I have had fun! This is a different kind of writing from my other posts, but it’s nice to think through the week a little bit.

Naty Naty’s recent feed changes Liège-Guillemins railway station Milwaukee Art Museum Santiago Calatrava Front End Study Hall Homebrew Website Club Asia/Pacific meetup this week notes notes Walden I have tried to author weeknotes twice Joel new page in my playground Thamara The Book That Changed My Life Texans won 34-31

Digital recipe management for fastidious cooks - localghost

2026-10-18T00:00:00.000Z

Much like your favourite recipe websites, I'm not going to get straight to the point, I'm going to start with a backstory and you're not getting a skip link.

Having grown up with a dad who read cookbooks for leisure, and who caused me to turn vegetarian for several weeks once at the age of 13 when he presented me with a lamb heart stew for dinner, it was inevitable that I would be a foodie. Dad’s squid and red wine stew was my favourite dish as a child. He can't cook any more, but I have fond memories of those meals (even if I did eat as fast as I could so I could leave the table and go back on MSN) and I owe my inquisitive palate to his globetrotting home cooking. As middle-class Brits go, I’m as Waitrose as they come: say “Ottolenghi” three times into a Guardian tote bag and I’ll appear in a puff of sumac.

These days, cooking for people is how I show love, which I definitely got from Dad. While the novelty's worn off for feeding myself and my husband (sorry James), I really enjoy having people over and putting on a spread (even if the kitchen then looks like a hurricane tore through it). Even at university, we used to hold parties in our student house where I'd cook for two solid days making sliders with homemade buns, big pots of chilli, clumsily-knotted pretzels, salads and cakes. Every Christmas I spend a weekend baking biscuits and sweets to post out to friends and family.

I used to have a shelf full of cookbooks. Only instead of being lovingly creased and food-stained through use like my parents’ books are, mine sat on a shelf gathering dust, largely untouched, pages spotless and not at all stuck together. My problem is that I have very poor object permanence: if something’s not in immediate sight, I will forget it’s there. I couldn’t remember the recipes that I had in the books, or even that I had the books in the first place, so I never used them. (The same logic applies to the very old packets of various seasonings in the kitchen cupboards.)

I’ve found the only way I reliably use recipes is if I have them available digitally. I’ve been collecting recipes from food blogs and recipe websites for a long time now - originally storing them in Evernote, which is what we did in the 2010s.

And somehow, over the last decade, I’ve amassed over 5,000 recipes. Have I made all of them? Of course I haven’t. And there's definitely a few I come back to again and again. But it’s nice to know I have them in case I find myself in desperate need of a carrot cake recipe (or five).

Paprika

For the last 7 years or so I’ve been using Paprika 3 to manage my digital recipe collection. It’s a solid cross-platform app with cloud sync and a one-off cost per-platform rather than a subscription. I can clip recipes on my laptop, plan the next week's meals on my phone on the train, and I've got an old iPad sitting on the kitchen counter to view the recipe on while I'm cooking.

All the recipe management apps I’ve tried have largely the same features:

clip recipes from the web
browse recipe websites from within the app, and download recipes
create recipes from scratch
scale and convert ingredient units
tag recipes
create meal plans
create shopping lists from recipes

I've categorised my recipes into what book they came from, different types of baked goods, different situations - for example, I've got a "quick weeknight dinners" category that's great if we just need something fast for dinner midweek.

Goldilocks and the three recipe managers

Paprika is a stalwart in the recipe app scene (and believe me, I’ve tried most of them), but it hadn’t been updated for years and I was getting a bit frustrated. It was so good, but lacked any kind of smart features - I was so bored of manually tagging recipes, and my extremely convoluted way of digitising recipe books and importing them into my collection was tedious as hell. My kingdom for literally any kind of OCR COME ON PEOPLE IT'S 2026. (Though while writing this I have just come across this Paprika Recipe Parser tool which I’ll definitely try out.)

Some newer competitors came on the scene post-2020, and offered some nice features Paprika didn’t have. Pestle is a lovely-looking app which has really leant into the capabilities of Apple Intelligence, making importing super easy, and also supports importing from Instagram and TikTok; Mela (by the same person who built Reeder) integrates with Apple Reminders and has a built-in RSS reader, which would be perfect for the food blogs I subscribe to. But I always found myself coming back to Paprika because other apps didn’t support nested recipe folders (which sounds incredibly nitpicky, but is a non-negotiable for me!)*.

I mentioned I had an extremely convoluted way of importing recipes from recipe books to my Paprika collection. Well.

If it’s a physical cookbook, I have to take photos of the pages, use Apple’s OCR in Preview to copy the text, then manually create the recipe in Paprika, which is so boring I rarely actually get round to it. If it’s an ebook, it’s a ridiculous workflow that I think I found on Reddit:

import epub into Calibre
convert the book to ZIP (an archive of HTML files)
extract into a folder
fix some of the garbled XHTML files that Calibre inevitably outputs
run a local HTTP server in the folder
open the IP address in Paprika’s in-app browser, and clip each recipe individually while half-watching ER (and I can't even use the "Download recipe" button because there are usually several recipes per outputted page)

Given how boring that was to read, I'm sure you can guess how often I can be bothered to do that.

* If you're wondering why I don't just build one myself that does everything I want it to, the answer is that I have enough software maintenance to do in my day job, and my free time is for petting dogs

Paprika 4 is here and it does the thing now

Great news for me: I happened to look at Paprika’s website yesterday and saw that they’d opened up the Paprika 4 beta, which supports - yesssss - recipe importing from photos and social media, recipe sharing, bulk categorisation, as well as being able to guess what categories you might want to add to a recipe! I’m extremely particular about the categories I want on my recipes, but also too lazy to scroll down a list and add them to recipes one by one, so this is a total game changer. (It is LLM-powered, so isn’t perfect - it keeps trying to categorise everything as being from “Dinner” by Meera Sodha - but I expect it’ll stop doing that eventually.)

I tested it out by importing recipes from the Farmer J cookbook I’d picked up from a charity shop. It worked a treat! It’s basically completely shortcutted the workflow I had going before, and I don’t need to fill out any of the metadata except the category (which, as I mentioned, is super quick to do now).

Having switched to buying only epubs, I miss having a shelf full of cookbooks, so maybe I’ll start buying physical ones again if they're this simple to import now - I love it when I go to someone’s house and they have a copy of a cookbook I really like - or I can just screenshot ebook pages to import them, which is slightly less convenient but still way easier than the stupid dance I had to do before.

Paprika 4 will be moving to a subscription model, which is unsurprising - the new features use LLMs, which aren't free. But it looks like existing users can keep using Paprika for free without the new features if they want.

And if you ever need a good recipe, let me know - I've got a few.

Why I'm rebuilding my IndieWeb projects with Claude - Articles by Aaron Parecki

2026-10-17T14:46:17.000Z

I recently came across Brennan's post noticing that Claude Code has been showing up in the commit history of a bunch of my IndieWeb projects lately. That's true! I was wondering when someone would notice. I haven't been hiding it, but I also haven't written anything about why I'm doing it, so this seemed like a good time to finally get my thoughts down.

The principles are about what you own

Brennan's post summarizes the IndieWeb as:

the main idea being to empower individuals to own their own identity, data, and web presence rather than relying on centralized social media silos

That's a pretty good summary. But notice that no part of it talks about what tools you use, or what you use to build your tools. That was a very intentional part of the IndieWeb principles, which start with "Own your domain and your data." The principles are about owning your data and being able to choose where your data is hosted, not about how the code behind it was created. It's not even about everyone hosting their website from a server in their closet, although if you want to do that you definitely should!

These projects were old

I launched some of these tools literally 15 years ago. The two big ones for me are webmention.io and IndieAuth.com. Both are old Ruby codebases that use long-abandoned ORMs and ancient versions of Ruby.

Rewriting these had to happen at some point regardless. Frankly they are a security nightmare waiting to happen. If I hadn't done the rewrites now, the realistic alternative would have been to just shut down the services.

And IndieAuth.com has a particularly awkward history. Around 2016-2017 I realized it was too confusing to have a service called IndieAuth.com that actually did two separate things. It was an authorization server that let you sign in to IndieAuth apps with your domain (via an account like GitHub), and it was also a way for developers to add "sign in with your domain" to their own web apps. So I officially decided to split those into separate products. That's where indielogin.com came from, which launched in 2018. IndieLogin gives app developers a way to add "web sign-in" to their apps without having to implement RelMeAuth or the IndieAuth spec themselves. But I never got around to splitting out the other half, the authorization server that your website links to as its IndieAuth server, and issues tokens for Micropub apps.

Finally thanks to developing a style of working with Claude Code that I'm comfortable with, I was able to launch IndieKey. This is the replacement for the other half of indieauth.com. It has a bunch of features I'm excited about, too much for this blog post, but finally I am comfortable migrating people over from indieauth.com to this. Keep an eye out in the coming months for an automatic migration, which Claude has been very helpful in planning.

Modularity, demonstrated

One of my favorite principles is modularity:

The more your code is modular and composed of pieces you can swap out, the less dependent you are on a particular device, UI, templating language, API, backend language, storage model, database, platform.

The webmention.io rewrite is a pretty good demonstration of this. I was able to move webmention.io from the Ruby code to PHP without anybody who uses it needing to change anything on their end. That's the whole point of building things on open protocols. The implementation behind the endpoint can change completely and the rest of the web doesn't have to care.

Single point of Aaron

Brennan links to the wiki page single point of Aaron, which, yes, I know. It's been a running joke (and a real concern) for a long time.

I run these services for the community because I want to show what's possible. I never wanted them to be seen as the only option. I've wanted people to build alternatives to webmention.io and IndieAuth.com for years, and I'm always glad to see a blog platform build in Webmention support natively instead of relying on my service.

So if you don't like that I used Claude to help build the replacement, that's fine! You can treat it as though I shut down the service and go find an alternative, because that is what would have happened anyway. I fully admit I knew some people would be unhappy with my choice of tools. But honestly, that's great, because it might encourage someone to build alternatives to these services, which is a win for the community overall. In fact at least one has already shown up as an alternative to webmention.io: weepinbell as a direct response to my rewrite.

That's pluralism working the way it's supposed to. Hopefully this pushes more people to build their own tools and services, especially if they're opposed to the way I work.

Understanding matters more than the tools

Linus Torvalds had a good comment on the Linux kernel mailing list about people using these tools in kernel development:

The kind of expectations I have is that people do their best and I expect people to understand what they are doing.

But that understanding has very little to do with what tools they use.

And quite honestly, in my experience, the people I respect and call intelligent are not the ones that shy away from using new and interesting tools.

That matches how I think about it. I wrote many of the specs these services implement, and I still read and understand what gets shipped. Claude is doing the typing, not deciding how Webmention works.

Have fun

The last (but not least) IndieWeb principle is have fun.

The code was never the interesting part for me. I like thinking about things from the protocol and product perspective. Maintaining a large codebase is not fun for me. But I do like building things and making useful tools. I like figuring out how building blocks can compose into a larger useful product.

And now it's a lot more fun, because I get to focus on the product and design of these tools instead of getting stuck in the weeds of the code. I've shipped more improvements to these projects in the last couple of months than I had in the previous few years.

IndieKey - An IndieAuth server you can use for your website, built from scratch in the last month.
Webmention.io - Receive webmentions for your website, forward them to webhooks, or fetch from the API. A complete rewrite of the old Ruby app that is now much more maintainable.
Meetable - The events platform that runs events.indieweb.org, which I started developing in 2019. Recently I was able to ship a bunch of features on the todo list backlog: Proposed events, recurring events, code of conduct confirmation, a calendar heatmap, and many more!
IndieAuth.rocks - An IndieAuth spec validator. This has been on my todo list for literal years!
Quill - A Micropub client for posting notes, photos, articles and more, rewritten from scratch with a significantly improved UI!
IndieNews - I added an admin UI to manage block lists to deal with the influx of poorly written LLM posts that were being submitted.
micropub.rocks and websub.rocks - Turns out the email login forms were being abused to send spam, so I replaced it with passkey login.

Disclosure

While I don't work at Anthropic, I have worked with some folks there on launching Enterprise-Managed Auth in Claude.ai.

And yes I used Claude to help me draft this blog post, with a healthy amount of hand editing afterwards.

Anyway

The one nit I will pick with Brennan's post is the title: "The IndieWeb Now Has genAI and Claude Built-in". Yes, many of the IndieWeb services I run have now had contributions from Claude. But the IndieWeb is not the services I run. The IndieWeb is a community of people, and a wide variety of tools and services based on a shared set of principles.

I don't expect this to change everyone's mind, and that's okay. People can reasonably draw their lines in different places. Pluralism means we can use different tools built different ways, but still interoperate. If you've got thoughts, write a post on your own site and send me a Webmention. It'll get to me, through the brand new PHP version of webmention.io.

Book Review: Are You Really The Doctor? by Matthew Hutchinson ★★★⯪☆ - Terence Eden’s Blog

2026-10-17T11:34:57.000Z

A few months ago, I went to see Dr Hutchinson record his stand-up comedy special for the BBC - it's about his experiences working in the NHS as a Black doctor. As the title of the book implies, some of the public can be a mite suspicious that anyone with even a hint of melanin can rise beyond being a porter or, at a push, a nurse.

Much like Adam Kay's "This Is Going To Hurt", this is part biography, part rant about the NHS, and part humorous look at what it takes to be a modern doctor. Hutchinson's book has rather less gallows humour and rather more racism.

The problems of racial inequality in the NHS aren't just focussed on patients; they're also reflected in the way staff are treated. Rather than just recounting all the abuse he's been subject to, the book takes a good look at the actual statistics. Of course, this makes for slightly grim reading at times, so the frequent injections of humour are most welcome.

The UK quite often seems in the shadow of larger cultures. As the book points out:

This same issue is understudied in the UK – to the point where the absence of research is glaring. While we are clearly not just a little America, we aren’t so different that we can be confident we’re not replicating the same here.

Because of that, at times the book does feel a little bit like the "we have [racism] at home" meme.

There's an almost relentlessly cheery irreverence to some of the issues - but what else can you do? Sometimes it takes a good dose of comedy to cut through the bleakness. There's a slight streak of ageism within the book - especially when it comes to older doctors trying to use new technology. Although, to be fair, that was also my experience when working at NHSX. There are some people within the system who are desperate for it to remain preserved in aspic as even minor improvements are a threat to their position in the hierarchy.

A minor grumble, the problem I have with books like this - and with The Secret Barrister - is that a lot of the moaning about how hard it is to become a professional doctor / lawyer just generates a giant shrug from me. Every piece of medical media in the last 50 years talks about how bone-crunchingly hard it is. All I can think of is "none of this should be coming as a surprise to you!" Should it be easier (and less sleep depriving) to be a doctor? Sure! But given it isn't, perhaps dial down on the clichés of how uniquely awful your chosen career is.

The book isn't just a list of complaints, of course, everything is backed up with statistics (although unreferenced). Thankfully, the book ends with some practical suggestions of how the NHS can improve. It would certainly be interesting to read a version of this from 2046 to see how much has changed - given the improvements already bearing fruit, I'd hope that the UK health service would become much less racist over time.

2026-10-17 11:37: We had a Hotpoint engineer come out to repair our washing machine yesterday. While replacing... - Kev Quirk

2026-10-17T10:37:00.000Z

We had a Hotpoint engineer come out to repair our washing machine yesterday. While replacing the machine, he forgot to connect the waste pipe and we came down to this mess this morning. 😡

Thanks for reading this post via RSS. RSS is ace, and so are you. ❤️

You can reply to this post by email, or leave a comment.

Weeknote #2022 - Robb Knight • Posts • Atom Feed

2026-10-17T06:12:00.000Z

X is bad. Obviously.

Davey hits the nail on the head here:

People return to X just want followers in the strictest sense of the word. Sycophants that will just click like and subscribe on their posts without calling them out on anything. Much like the companies they cover, they just want to see number go up.

Couple of interesting game projects. The first, PS2 games in the browser with WebAssembly. Secondly, someone ported a bunch of N64 games to Miyoo Mini and a there was asecond project just for Mario Kart released around the same time. I'm going to have some fun with these.

This video about sketching was interesting even if it is trying to sell a course which, as best I can tell, everyone doing art on YouTube is.

CMFs new speakers look great — I'm sad I have no use for such a thing.

Converse have a new Hello Kitty range and I want them all.

Donald Faison jumped did an impromptu rendition of "Everything comes down to poo" in this interview.

Matt of Unch fame wrote up the financials for a year of running a cryptic crossword magazine (of which I've bought each issue even though I do not enjoy such things I've since learnt). Postage to anywhere outside the UK as usual becomes the most expensive thing to handle.

A 1692 guide to colour. This is cool.

I was looking at buying another pink AL Star (I did of course, vibrant pink to be specific) but I wanted to see how the colour compared to the other pink Safaris and AL Stars I had. This comparison was the most complete list I could find.

Two HTML boilerplate posts to keep for reference — one from Vale and one from Manuel.

Ioskeley Mono is a "monospace font crafted to match Berkeley Mono's aesthetic. Built by configuring Iosevka". I've switched to this everywhere I can.

Bunny have updated their CLI for better deployments of static sites. Nice.

Tiny Little Office is the kind of stuff we need more. No logins, no bullshit.

These pencil cases by Yup! are incredible and I want them all.

Autumn - James' Coffee Blog

2026-10-17T00:00:00.000Z

The night-given crystalline coating on the red leaf shimmers with the burgeoning light of day. As I take a step forward, the light hits the ice crystals in a different way. We had our first frost last night.

I looked up to see an expansive winter-blue sky, with faint lavender on one side of the sky and the beginning of a yellow glow on the other. Day was about to break, but the sun had not yet risen.

Next to the red leaf that caught my eye there was neater red leaf, this one with veins made more definite by the frost; the fiery-red of the leaf became white. Around me, the occasional rabbit hopped over the path; birds sang. A peaceful whisper permeated the air reminding me of the forthcoming season. I came outside to feel the cold; to experience the latter part of autumn.

An evergreen tree is tipped with silver, the colour of the frost accentuating the droop in the leaves of the tree, almost as if the tree itself was being weighed down by the frost.

My morning was full of observations of the season. Two young deer stood with their parent, all grazing on a frosty field. A low white haze blanketed a field that was home to many sheep. A bird skimmed across the river. Heavy trees hid an abandoned, cobbled house. Shortly thereafter, the sky became more yellow. The sun is beginning to rise. Birds sat on a tree and caught the rising sun. I love watching the light change. Trees became golden.

⁂ ⁂ ⁂

Should there be any riches in the world, may they be Nature and friendship and warm coffee on a cool day. Nature is among my closest companions, there whenever I look out the window or step outdoors, existing always in memory and in the present. Even on a busy street, the odd leaf rests on the pavement.

While I gazed out the window drinking a warm cup of coffee – around which I cupped by hands to savour all the warmth I could – I smiled at a passer-by, who smiled back. I love moments like this. Shortly thereafter, a lady passed by with a suitcase, to which was affixed a sticker that said “HOPE” with an accompanying illustration.

⁂ ⁂ ⁂

Winter forces me to confront limits — of how hard it is to stay in cold for long. What keeps me going is the beauty of Nature. There are things I can only feel in Winter; there are things I can only see in Winter. The grass twinkles with the frost. The pulse of the song. What is the pulse of Nature?

⁂ ⁂ ⁂

As day continued, warmth interleaved with the cool air; the breeze was cool but the sun continued to shine down, creating conditions where it was pleasant enough to sit outside and watch the world go by in the park for a while. I thought about the fleeting nature of autumn while gazing at the trees and watching as people walked past. I wanted to look at the trees as much as I could so as to reinforce my impression of the colours; of how autumn transforms this place. I could see there were fewer leaves on the trees than in previous weeks, but the colours were as joyful as ever.

I take notes, holding onto some thoughts, while also letting some thoughts come and go, knowing that, as with the passage of seasons, I cannot rush my thoughts forward. I sat looking around at the world, seeing what I could see; appreciating the afternoon.

Notable links: October 16, 2026 - Werd I/O

2026-10-16T20:10:08.000Z

Most Fridays, I share a handful of pieces that caught my eye at the intersection of technology, media, and society.

Did someone forward this to you? Subscribe for free.

I've been blogging since 1998. A while back, I was very privileged to be interviewed about my journey writing on the web for 28 years as part of the Wonders of Web Weaving series. I think it's a great audio conversation; here it is in its entirety.

Two 23-year-olds used AI to create a daily audio briefing. It’s now the top news app in Argentina.

I think there are several notable things about this story.

The first, most obvious one is that two 23 year olds were able to create a news app that rose to become the top-ranked news app in their country, using AI. There is no way they would have been able to build this with the time, team, and resources at their disposal otherwise. From an engagement perspective, this is a bona-fide AI-in-journalism-distribution success story.

The second is that it’s not a success story for incumbent newsrooms. Clearly, a short, personalized news briefing is something people wanted; every existing newsroom could have built it, at least using their own content, but they didn’t. The gap they left meant that two newcomers could come in with very few resources and gain an audience off the back of existing journalists’ work. The app credits stories in audio and leaves citations in the chat, but my guess is that most people aren’t looking at their screens as they listen to their audio briefing. Very few people will click through; I think these listens won’t translate to pageviews or subscriptions.

The third is that outsiders are clearly much more free to build experiments than existing newsrooms. The latter have the weight of their brands and existing revenue operations to consider. Most outsiders have none of that: nobody expects anything from them, so they’re free to experiment. Most experiments will fail, but some may succeed. Left alone, this represents intermediation that could undermine the connection between newsrooms and their communities. But there’s an opportunity to partner more deeply and represent newsroom needs in the app. And then consider how they can foster an ecosystem with more experimentation, not less.

Election Night 2026

This prototype from Graze is pretty cool.

Graze, of course, allows you to create new Bluesky feeds. People have created feeds for news, sports, politics — anything you like. But they’ve mostly been consumed within the Bluesky experience itself.

Its midterms dashboard is something different. Here, you can view discussion of candidate races based on the races you care about, determined by who you’re already following. Because newsrooms, pundits, and politically active individuals are posting across the network, and because the network itself is based on a permissionless protocol that is open to analysis, Graze can show you what’s happening as well as the mood of the conversation in real time.

It’s all cited, so links point to newsrooms’s own accounts and websites. And it’s genuinely live.

Young People and the Future of Free Expression

Worth paying attention to:

“New Knight Foundation-Ipsos research among young adults and high school students points to a generation that strongly values free speech as a democratic principle, but is less confident about exercising it without consequences.”

Workplaces and classrooms feel the least free, but it’s good to hear that home is generally a space where they feel more free.

What’s surprising, and a bit worrying, is that AI chatbots are also one of the spaces where they feel free — and, in fact, 48% of high school aged respondents that used AI chatbots said they felt more free to speak to them than the people in their lives. Those conversations might feel like intimate spaces, private to them; in reality, they may be available to their vendors for analysis and even training. People from low income backgrounds felt this more than most. Young people worry about conflict: they hold back because of peer censorship and the fear of being judged. The perception is that the AI won’t judge them. In a world where chatbots have been linked to self-harm and suicide in young people, that’s quite dangerous.

The other findings here dovetail together to paint a pretty bleak picture. White and wealthier people feel more able to exercise their freedom of speech without consequence, and that number plummets to just 28% of Black respondents. Only around a half of college aged respondents felt like other democratic rights like voting were secure.

So we find ourselves in a world where people don’t feel free to express themselves — except to AI chatbots that happen to be produced by some of the tech companies who have directly contributed to this underlying authoritarianism. It’s obvious how those conversations could be compromised, and there are certainly betrayals to come — but more than that, it’s just sad that young people don’t feel they can speak and share with each other.

Why We’re Banning AI

The headline here is a bit of a misnomer. Current Affairs stresses that it’s not against technical innovation, but:

“[…] we need, first, to ensure that technologies are a tool used by workers to help them, rather than a tool used to replace workers. And, second, we need to make sure that readers aren’t being fed things that look like people’s genuine thoughts and creative expression but are in fact the product of disembodied mathematical formulas.”

The result is something that seems entirely reasonable to me: journalists are free to use AI in the course of their work, but may not write or illustrate their pieces with it. This ensures that they remain in control of the work published under their bylines, while allowing them to take advantage of automation when it can serve their process.

The side effects entirely benefit Current Affairs. Readers can trust that the work they read is produced by real people who have applied editorial judgment; the publication is also structurally incapable of publishing articles at a high volume or speed, forcing them to focus on quality rather than impressions. Journalists also know that their jobs are safer than they might be in an organization that doesn’t see a problem downsizing its newsroom in favor of predictive models.

The piece runs down the effects generative AI have had on creative industries, and touches on the fallacy of using Milton Friedman economics in mission-driven spaces. But the most important thing the piece has to say is: we will produce better journalism this way. I tend to agree. And what’s exciting is that it’s baked into their contract with their workforce — there’s no way to back out.

Design Your One-on-Ones

I like this approach to 1:1s from Corey Ford. Although some very high-profile founders have said that they don’t do or even like them, I think they’re a vital way to maintain a relationship with your team, make sure they’re well-served, and keep things running smoothly. But it’s also very easy to get caught into a reactive pattern — or, worse, just turn them into tactical status reports.

The trick, like all meetings, is to take the time to design them and have a well-defined agenda ahead of time. I also like Corey’s thoughts on cadence here: an hour every two weeks feels like the right rhythm to be able to make room for depth. And the one-on-one gift exchange makes for important punctuation that turns 360-degree feedback into a habit rather than something that drives anxiety and asymmetries.

What I’d add to Corey’s advice here is to space them out. Back-to-back 1:1s don’t give you the opportunity to reflect on what’s been said, take appropriate actions, or follow through on commitments, and they may get lost. As he suggests in another of his pieces: go slow to go fast. Take the time to set the relationship, take the time to design the meeting, take the time to work on the right things.

My Laptop Stickers - Joel's Log Files

2026-10-16T17:00:00.000Z

I saw Wouter going mad for stickers to put on his laptop and I decided I would do the same!

I have had like a couple dozen loose stickers that I got from AliExpress ages ago, some were gifts and some were included in videogames I’ve gotten, so I put a mix of eerything here and well, I’m pretty happy with how it turned out!

Behold my glorious creation!

My laptop with a bunch of stickers on it, enjoy!

The ones I got from AliExpress are the following: The IBM computer, PSP, Game Boy Color, NES Controller, Xbox-style Controller

Some were gifts from friends or family! Such is the case for Kiki—from Kiki’s Delivery Service—saying “I’ll be waiting!”, Princess Mononoke—from… Princess Mononoke—and Link—from The Legend of Zelda—weilding his sword.

There are some that I got for free from StickerMule’s Unix Stickers pack, which I got as a sample: an Intel-like “Linux Inside”, the Python, Arch Linux and Debian Linux logos, and of course, Tux!

Two of them came from the UFO 50 Collectors Edition: A Pig Magician holding a card, and a Pig Knight wearing armor and a sword.

There are also two that were given to me by the AntennaPod team: Their mascot–a microphone with an AntennaPod shirt—and their app logo!

The stickering of my laptop is still ongoing. I would love to get stickers for some projects and logos I’ve made myself—such as the one for Clew or Bookrastinating—and for other videogames like Outer Wilds, Metroid and of course, Chrono Trigger, or hobbies such as SpeedCubing and Fountain Pens.

The shipping from Redbubble to my country is rather expensive, so I’m looking for local alternatives to see how much it would cost me, or maybe I’ll venture with a huge sticker pack from AliExpress again.

Anyway, I’ve decided to rank my stickers on a tier list, in plain text because I can’t be bothered to make a graphic for that.

S: Linux Inside, PSP, Arch, AntennaPod logo, Kiki, Pig Magician,
A: Tux, AntennaPod mascot, Game Boy, Princess Mononoke, Pig Knight
B: IBM PC, NES controller, Link
D: Debian, Python, Xbox Controller

I may eventually replace all of the D tier because I just don’t feel like they represent me as well as the other stuff.

In any case, I have written way too much about laptop stickers now. Have a good day!

This is day 54 of #100DaysToOffload

Reply to this post via email | Reply on Fediverse

Published on Citation Needed: "Issue 111 – Back the winners" - Molly White's activity feed

2026-10-16T16:16:46.000Z

Published an issue of Citation Needed:

Issue 111 – Back the winners

A Trump crypto adviser’s firm took millions from Tether while he shaped stablecoin rules in their favor, a Senate probe targets Commerce Secretary Lutnick’s not-so-former firm, and crypto’s biggest super PAC plays it safe

2026-10-16 13:51: The amount of AI generated sales emails I get these days is astonishing. If you... - Kev Quirk

2026-10-16T12:51:00.000Z

The amount of AI generated sales emails I get these days is astonishing.

If you can't be arsed to write your own sales pitch, why the fuck should I be arsed about your product?

Thanks for reading this post via RSS. RSS is ace, and so are you. ❤️

You can reply to this post by email, or leave a comment.

Book Review: Africa Is Not A Country - Breaking Stereotypes of Modern Africa by Dipo Faloyin ★★★★⯪ - Terence Eden’s Blog

2026-10-16T11:34:14.000Z

It's hard to craft a book with so much righteous indignation - let alone make it funny, accessible, and informative. Nevertheless, Dipo Faloyin has succeeded in writing a spectacular takedown of the myths which are often perpetrated about Africa.

It starts in the best way possible:

[Insert generic African proverb here. Ideally an allegory about a wise monkey and his interaction with a tree, or the relationship between the donkey and the ant that surprisingly speaks to grand gestures of valour. Sign it off: Ancient African proverb]

How many times have you seen that? Think about all the tropes played out in every Hollywood movie set vaguely in Africa - would you accept the same stereotypes about your continent?

And yet, it does rely a little too much about internalised stereotypes:

The point is: there are a lot of people in Lagos. None of them are shy.

I'm sure there's at least one introvert in Lagos who cringes every time people expect them to be boisterous!

The horrors and complexities of colonisation and its aftermath are on display for all to see. In many way, much like cryptobros discovering why banking regulations exist, some African countries are speed-running Europe's history of bloody internecine warfare and mad kings. A predilection that some parts of Europe (and America) are still struggling to move past.

I think it could have benefited from just a few maps or illustrations. I also found some of the language a little… infantilising? The way he capitalises certain phrases like "These Powerful Men In The Capital" felt to me a little out of place. That said, there's some excellent caustic humour and some quite beautiful prose.

In the end, it shows that while Africa is not a country, the stories are often of different countries tackling the same problems in the same ways. [Insert something about everyone's hearts beating to the rhythm of an African drum, while an elephant wanders into an impossibly huge sunset.]

Note published on October 16, 2026 at 1:41 AM UTC - Molly White's activity feed

2026-10-16T01:41:03.000Z

This WSJ investigation exposes yet more Tether-related corruption at the White House, revealing that they paid Bo Hines' consulting firm millions as he was ensuring the Genius Act stablecoin law would benefit them.

I needed a diagram.

Food Questions Challenge - James' Coffee Blog

2026-10-16T00:00:00.000Z

There is maybe a fun blogging challenge in writing about our favourite snacks from where we live...

After a discussion with Joel and Zachary, I started writing a few questions about food to which I’d love to hear others’ answers. This is in the same vein as the “Bear Blog Questions Challenge” and other similar challenges. To participate, copy and paste the questions below and answer them on your own website:

What was your favourite food growing up?
What is your favourite food that is made locally? (In your region/country.)
What is your favourite food generally?
What is one food you have had in the last year that you remember warmly?
What food do you really want to try?
Do you take photos of your meals?
Savoury or sweet?
Spicy or no?
Tea or coffee? (Both? Neither?)

Once you have answered the questions, feel free to send me an email with a link to your post. I will add a link to your writing here.

Submissions

I will add contributions to the challenge here when received.

My responses

Below are my responses to get us started.

What was your favourite food growing up?

It has to be my grandmothers’ jam, especially the blackcurrant and gooseberry (or apple) jelly. Blackcurrants are my favourite fruit and my grandfather gardened a few bushes of them. Granny would use as much of the fruit from the garden as possible to make jam; every summer’s harvest was enough to make a year’s supply of jam, with leftovers. I would only have the jam when visiting them, so it was always a special treat. Blackcurrants to this day are my favourite fruit, although I haven’t had them in a while.

I also loved eating scones growing up. I didn’t have them very often; only when visiting cafes. But they were – and still are – so delicious.

What is your favourite food that is made locally?

I had a colleague who once called me, affectionately, Mr. Oats because I liked porridge and other oats products. Here in Scotland we make a food called an “oatcake” which is essentially a thin slab of oats. It is ideally served with cheese on top, but I have in the past enjoyed eating them plain. (I like plain foods as snacks.)

I also enjoy Tunnocks' confectionaries, in particular the caramel wafter.

What is your favourite food generally?

I like lots of foods, but I think pasta and fish are my favourite food categories. (Although as the days go by I think more and more about what it would take to reduce the amount of fish I eat.) My favourite dessert is a small, well-made tiramisu (or, really, any dessert, so long as it: (i) isn’t too sweet, and; (ii) isn’t chocolate cake).

What is one food you have had in the last year that you remember warmly?

I have a lot of good memories with food this year. One that stands out is a delicious vegan schnitzel I had in Nürnberg, Germany. The lingonberry sauce that accompanied the dish was delicious; my first time, I think, trying lingonberry. What made the meal was that I was surrounded by friends. Food is almost always better with conversation.

Going back a bit further to a few years ago, one meal that stands out was a I had a pizza with capers on top that I had in Rome, on my first trip abroad. The weather was warm, almost 40 degrees. I had never experienced a climate like it before. I didn’t expect how salty the pizza would be. With that said, it was delicious. That day I remember drinking several bottles of water, too.

What food do you really want to try?

I love trying new foods (especially vegan/vegetarian). The one food I have been wanting to try for a few weeks was 100% dark chocolate, which I was able to taste yesterday. I thoroughly enjoyed the experience.

Savoury or sweet?

Sweet. 100%.

Spicy or no?

I like spicy foods, and do enjoy challenging myself to see what spice I can tolerate. With that said I wouldn’t say I seek out spicy foods.

Tea or coffee?

Both! I like tea most of the time, although I do enjoy the occasional cup of coffee, especially when I am out and about. When I am travelling, I like to seek out new coffee shops to try; I walk a lot while travelling so I need all the energy I can get!

Bear Blog Questions Challenge oatcake Joel Tunnocks' confectionaries Zachary

Current Affairs says it's banning AI - Werd I/O

2026-10-15T19:54:23.000Z

Link: Why We’re Banning AI, by Nathan J. Robinson in Current Affairs

The headline here is a bit of a misnomer. Current Affairs stresses that it’s not against technical innovation, but:

“[…] we need, first, to ensure that technologies are a tool used by workers to help them, rather than a tool used to replace workers. And, second, we need to make sure that readers aren’t being fed things that look like people’s genuine thoughts and creative expression but are in fact the product of disembodied mathematical formulas.”

Shellsharks Blogroll - BlogFlock

A landmark study of AI in newsrooms reveals they need to be coaxed to experiment with their business models - Werd I/O

2026-10-18 13:22: Terence Eden asking on Mastodon what people's setups look like. Here's mine - 38" ultrawide... - Kev Quirk

Year 4 at the Smallholding - Kev Quirk

Goats

Improving their home

Chickens

Another blow

What's next?

Una Watch TOTP - MFA on your wrist! - Terence Eden’s Blog

Forum accounts are being connected to Johnny.Decimal accounts - Johnny.Decimal

Weeknotes W1 - James' Coffee Blog

The highlights

Music corner

Thoughts, wandering

Miscellanea

Digital recipe management for fastidious cooks - localghost

Paprika

Goldilocks and the three recipe managers

Paprika 4 is here and it does the thing now

Why I'm rebuilding my IndieWeb projects with Claude - Articles by Aaron Parecki

The principles are about what you own

These projects were old

Modularity, demonstrated

Single point of Aaron

Understanding matters more than the tools

Have fun

Disclosure

Anyway

Book Review: Are You *Really* The Doctor? by Matthew Hutchinson ★★★⯪☆ - Terence Eden’s Blog

2026-10-17 11:37: We had a Hotpoint engineer come out to repair our washing machine yesterday. While replacing... - Kev Quirk

Weeknote #2022 - Robb Knight • Posts • Atom Feed

Autumn - James' Coffee Blog

Notable links: October 16, 2026 - Werd I/O

My Laptop Stickers - Joel's Log Files

Published on Citation Needed: "Issue 111 – Back the winners" - Molly White's activity feed

2026-10-16 13:51: The amount of AI generated sales emails I get these days is astonishing. If you... - Kev Quirk

Book Review: Africa Is Not A Country - Breaking Stereotypes of Modern Africa by Dipo Faloyin ★★★★⯪ - Terence Eden’s Blog

Note published on October 16, 2026 at 1:41 AM UTC - Molly White's activity feed

Food Questions Challenge - James' Coffee Blog

Submissions

My responses

What was your favourite food growing up?

What is your favourite food that is made locally?

What is your favourite food generally?

What is one food you have had in the last year that you remember warmly?

What food do you really want to try?

Savoury or sweet?

Spicy or no?

Tea or coffee?

Current Affairs says it's banning AI - Werd I/O

Book Review: Are You Really The Doctor? by Matthew Hutchinson ★★★⯪☆ - Terence Eden’s Blog