DRAFT intro: this post explains how StyloBot turns a request (and a session, and a client over time) into a behavioural vector and why that matters when the bots get smart. Check back for the final...
Friday, 01 May 2026 10:30
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18 minute read
Well today was a BIT OF A DAY. I handed in my notice on one contract (been in it almost 2 years!) and my other contract decided to terminate...SO...at the end of May I'll be officially...
Thursday, 30 April 2026 14:50
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3 minute read
Most software still assumes the world will hand it clean inputs and stable rules.
Production usually does neither.
This post is the through-line behind a bunch of things I've been building: DiSE,...
Friday, 13 March 2026 10:30
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15 minute read
Enterprise bot detection shouldn't require a PhD in infrastructure (or thousands a month in expenditure to use!). Two lines of code, zero external services, and you're running (up to) 21 detectors in...
Monday, 16 February 2026 10:30
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20 minute read
Part 1 was the why. This is the show-and-tell tour of what StyloBot does that is rare in production bot stacks.
Thesis: StyloBot models bot detection as a progressive, early-exit topology of...
Sunday, 15 February 2026 10:30
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20 minute read
NuGet NuGet Downloads GitHub Release (CLI)
In Part 1 I showed the raw pipeline: manually downloading models, writing a tokenizer, wiring up ONNX inference, and decoding BIO tags by hand. Educational,...
Thursday, 12 February 2026 12:00
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22 minute read
Hey everyone so I restarted the blog back in November and have been steadily puping out the articles but...it's got to the point where I've stopped enjoying it.
The blog landscape has changed since I...
Saturday, 31 January 2026 05:00
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1 minute read
Deep Research without Deep Pockets.
When "Deep Research" landed in the premium AI tools, I was curious: what is this, actually? So I pulled it apart. And once I understood the architecture, I realised...
Thursday, 29 January 2026 10:00
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23 minute read
A glyph-based terminal renderer using shape-matching algorithms. Supports images, animated GIFs, videos, YouTube playback, and live subtitles with multiple render modes including Braille for maximum...
Saturday, 24 January 2026 12:00
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21 minute read
NuGet NuGet Downloads GitHub Release (CLI)
As I've been building lucidRAG I'm reading social media where people keep asking the same thing. 'How do you get features from scanned text?' the category...
Wednesday, 21 January 2026 12:00
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19 minute read
