Scott Galloway | Hands-on Engineering Leader | Principal Engineer | Systems Architect | AI Systems Engineer I build systems, and I lead the people who build them. Across more than 30 years in software, I have worked as a developer, architect, engineering lead,…
I asked lucidRESUME for an Engineering Lead résumé. It produced two pages covering six relevant roles, two recent projects and the skills which mattered to the target. The prose was the prose I had already reviewed. Twenty-eight inline links connected the…
Every recruitment site performs the same little confidence trick: Please upload your CV. Splendid. Now type your CV into these boxes. Name. Email. Phone. GitHub. Current employer. Describe your leadership. Do you need sponsorship? What salary do you want?…
Yes, I'm getting on the Jev bandwagon. I wanted to see how far I could get using it to build a behavioural spam-blocking proxy in .NET Core. Something that looks at mail in both directions: what arrives in your inbox, and what leaves an account that might have…
A résumé should work like a scientific paper: human-written prose for communication, machine-readable structure for discovery, and references that connect claims to evidence. As I once more hunt for my next paying gig (LinkedIn), I again face my nemesis:…
The same four-part shape keeps appearing across StyloBot: establish a base, retain the useful delta, measure drift, and consolidate when the evidence warrants it. Compression is not a component; it is a property of the whole system. The behavioural model…
Part of the Stylo.Bot release series. Behaviour-Aware ASP.NET UI covers the server-rendered dashboard surface; Finding and Fixing Unbounded Growth covers the reliability discipline behind bounded state; Learning to Get Faster covers the earlier adaptive-cache…
Part 1 was the shape of the thing. This part is what it does. A model only earns its keep under real work : dropping the fleet on a codebase it has never seen, pushing one change across repositories, and keeping a decision trail that survives a restart. This…
This is Part 1 of two : the problem and the StyloAgent model. Part 2 : The Workflow in Practice applies it. Code generation stopped being the problem a while ago. The models write good code. They follow the conventions in the file they are editing, and if you…
StyloBot v8 lets a site give AI crawlers a controlled Markdown view of its pages at its own local edge, without ceding the gateway to a CDN. This piece is about the extractor that does the conversion (StyloExtract): the walker bug lucidVIEW caught, and the…