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
