mostlylucid.net - Scott Galloway's Developer Blog
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Hi, I'm Scott Galloway — I'm a consulting web / internet / systems / full-cycle, full-stack developer (it's complicated 🤓) specializing in bringing 'AI' to the masses, .NET Core, full-stack development, cloud, and search technologies. Former Microsoft ASP.NET Program Manager with 30+ years building web applications for Fortune 500 companies and startups. I share my work in progress (PERSONAL!) projects and how I build them. Available for contract, full-time, or consultancy work — get in touch. Code on GitHub | Feedback on Mastodon

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Simple OCR and NER Feature Extraction in C# with ONNX
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Deterministic Voice Forms with Blazor and Local LLMs
A Ten Commandments–Compliant Architecture In which we build a voice-to-form system that doesn't hand the keys to the AI kingdom Here's the thing about voice interfaces: everyone wants them, nobody...

Monday, 05 January 2026 14:30

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18 minute read

Constrained Fuzziness: A Control System Pattern for Probabilistic Components
2026-01-06ET14:00 The Pattern That Kept Emerging It started with my blog's translation tool. The cache kept only 5 tasks per user, with 6-hour absolute and 1-hour sliding expiration. Sixth task?...

Monday, 05 January 2026 10:52

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17 minute read

DocSummarizer Part 5 - lucidRAG: Multi-Document RAG Web Application
This is Part 5 of the DocSummarizer series, and it's also the culmination of the GraphRAG series and Semantic Search series. We're combining everything into a deployable web application. 🚨🚨 PREVIEW...

Thursday, 01 January 2026 18:00

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9 minute read

About Me
Scott Galloway | AI Systems Engineer | CTO | Head of Engineering | Systems Architect | Remote I'm a technical leader with over 30 years building and scaling engineering teams and products. I've served...

Wednesday, 31 December 2025 22:30

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12 minute read

Zero PII Customer Intelligence - Part 1: The Philosophy
What This Series Builds This series builds a working ecommerce system that proves you can have sophisticated customer intelligence without storing personal information. What We Build How It Works...

Wednesday, 31 December 2025 20:00

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14 minute read

Zero PII Customer Intelligence - Part 1.1: Generating Sample Data (and Images) Locally
In Part 1 we covered the philosophy: transparent segmentation without PII. Part 2 covers session profiles, signals, and segment definitions. But first: how do you validate any of this without ever...

Wednesday, 31 December 2025 20:00

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9 minute read

Zero PII Customer Intelligence - Part 2: Profiles, Signals & Segments
In Part 1 we covered the philosophy and series overview. In Part 1.1 we built the sample data generator. Now let's build the core system. This part focuses on: Zero-PII profile architecture -...

Wednesday, 31 December 2025 20:00

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20 minute read

"How do you work on all these projects and write these articles, is it just AI doing it all?"
Yes and no, I've ALWAYS been able to have multiple ideas in my head at the same time and let them coalesce until it's something I can build (I gave up all the 'social life' parts so it's not ALL...

Tuesday, 30 December 2025 21:35

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1 minute read

DocSummarizer Part 4 - Building RAG Pipelines
NuGet npm .NET Node.js This is Part 4 of the DocSummarizer series. See Part 1 for the architecture, Part 2 for the CLI tool, or Part 3 for the deep dive on embeddings. The hard part of RAG isn't the...

Tuesday, 30 December 2025 17:00

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16 minute read

Why You Probably Shouldn't Use Microservices (Yet)
Microservices have become the default "serious system" architecture. If you want to sound mature, you talk about service meshes, event buses, distributed tracing, and "independent deployability". If...

Monday, 29 December 2025 20:00

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23 minute read

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