Search is one of those features everyone underestimates. It looks trivial until real users start typing real queries -acronyms, half-remembered technical terms, punctuation-heavy names like "ASP.NET",...
Wednesday, 14 January 2026 12:00
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14 minute read
Status: AudioSummarizer.Core is currently in development as part of lucidRAG, a forthcoming mostlylucid product for multi-modal RAG. The implementation is complete and working—this article documents...
Monday, 12 January 2026 18:00
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34 minute read
I built StyloFlow because I kept writing the same pattern over and over: components that react to what happened before, emit confidence scores, and sometimes need to escalate to more expensive...
Sunday, 11 January 2026 14:00
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23 minute read
If you're brand new to RAG, start with RAG Explained and RAG Architecture. This post is for the point where you've built a RAG pipeline that mostly works… and now you're paying for it in cost,...
Thursday, 08 January 2026 19:00
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18 minute read
Part 4: Image Intelligence introduced the ImageSummarizer wave architecture and the broader patterns. This article deep-dives into the OCR subsystem—three tiers of text extraction, intelligent...
Wednesday, 07 January 2026 18:00
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29 minute read
Parts 1-3 described Constrained Fuzziness as an abstract pattern. This article applies those patterns to a working image analysis pipeline that demonstrates the principles in action.
CLI Tool -...
Tuesday, 06 January 2026 17:00
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31 minute read
One of the easiest ways to make an AI system fail is to let it remember too much.
Most "context handling" approaches boil down to one of two mistakes:
Stuff everything into the prompt and hope the...
Tuesday, 06 January 2026 16:00
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16 minute read
Part 1 described a pipeline: Substrate, Proposer, Constrainer. One probabilistic component, bounded by deterministic truth.
But what happens when you have multiple proposers? Multiple LLMs? Vision...
Tuesday, 06 January 2026 15:00
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23 minute read
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
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
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
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
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
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
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
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
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
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
HTTP didn't evolve. It was forced to change by physics, latency, and misuse.
Every version exists because the previous one hit a hard constraint. If you understand those constraints, you understand...
Sunday, 28 December 2025 18:00
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23 minute read
Small and local LLMs are often framed as the cheap alternative to frontier models. That framing is wrong. They are not a degraded version of the same thing. They are a different architectural choice,...
Sunday, 28 December 2025 16:00
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7 minute read
