StyloBot's detection engine is ASP.NET Core. This post explains how that engine connects to Go gateways, Node.js applications, and any other stack - through a gRPC sidecar, a typed Go SDK, and a Caddy...
Wednesday, 13 May 2026 10:30
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18 minute read
Bot detection should not stop at allow/block. This post shows how StyloBot's classification result becomes application logic in TypeScript - server middleware for Express and Fastify, template helpers...
Tuesday, 12 May 2026 10:30
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19 minute read
Long-running services tend to slowly drift toward unbounded memory. Here's how I find that drift, how I think about fixing it without papering over it, and a worked example from StyloBot's vector...
Saturday, 09 May 2026 10:30
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21 minute read
Bot detection should not stop at allow/block. This post shows how StyloBot's classification result becomes application logic in ASP.NET - tag helpers in Razor, action filters and policies in...
Saturday, 02 May 2026 10:30
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21 minute read
Identity-based bot detection (IPs, user-agents, headers) collapses the moment automation starts rotating identities. StyloBot models clients as behavioural shapes in a 130+ dimensional vector space -...
Friday, 01 May 2026 10:30
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20 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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26 minute read
