Showing Posts From
Context-decay
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Moe Hachem - November 17, 2025
The LLM Structural Crisis: Solving Context Decay with the AI Memory Prosthesis
When building complex systems with Large Language Models, I realized that the real crisis was not th...
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Moe Hachem - December 10, 2025
The 200-Prompt Wall
I've spent the better part of this year building prototypes with AI assistance. Three production pro...
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Moe Hachem - November 10, 2025
AI-assisted development breaks around prompt 200, but it doesn't have to
AI-assisted development breaks around prompt 200 - But it doesn't have to! Of course, your mileage...
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Moe Hachem - January 29, 2026
The end of documentation debt: how an AI “memory prosthesis” automates the PRD
Product documentation has a dirty secret: it decays on contact with reality. The moment a PRD is "f...
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Moe Hachem - February 16, 2026
I shipped a beta, almost production-grade PWA fast, less than a day
I shipped a beta, almost production-grade PWA fast, less than a day. Here's the framework that made ...
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Moe Hachem - February 18, 2026
SR-SI context savings scale progressively
AI context savings that work like taxes should: progressive. Small repos see 10-20% efficiency gains...
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Moe Hachem - February 19, 2026
The way Einstein's brain worked is how AI should retrieve information
The way Einstein's brain worked is exactly how AI should retrieve information. It doesn't. Yet. Ein...
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Moe Hachem - February 20, 2026
The biggest lie in AI-assisted development
The biggest lie in AI-assisted development: "Just generate better specs and your problems will go aw...
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Moe Hachem - February 20, 2026
The moat hiding in plain sight is memory
Everyone's debating whether to build up or down from general AI. Nobody's talking about the moat h...
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Moe Hachem - February 23, 2026
I accidentally fixed AI forgetting without embeddings, fine-tuning, or a database
I accidentally fixed AI "forgetting" without a database, embeddings, or fine-tuning through SR-SI. ...
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Moe Hachem - February 26, 2026
SR-SI accidentally solved the documentation problem too
I arrived at SR-SI to solve context decay. I accidentally solved the documentation problem too. Whe...
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Moe Hachem - February 27, 2026
Computation is killing collaboration
Computation is killing collaboration. The biggest hurdle in AI-assisted development isn't a lack of...