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Context-decay

The LLM Structural Crisis: Solving Context Decay with the AI Memory Prosthesis

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...

The 200-Prompt Wall

The 200-Prompt Wall

I've spent the better part of this year building prototypes with AI assistance. Three production pro...

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

AI-assisted development breaks around prompt 200 - But it doesn't have to! Of course, your mileage...

The end of documentation debt: how an AI “memory prosthesis” automates the PRD

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...

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

I shipped a beta, almost production-grade PWA fast, less than a day. Here's the framework that made ...

SR-SI context savings scale progressively

SR-SI context savings scale progressively

AI context savings that work like taxes should: progressive. Small repos see 10-20% efficiency gains...

The way Einstein's brain worked is how AI should retrieve information

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...

The biggest lie in AI-assisted development

The biggest lie in AI-assisted development

The biggest lie in AI-assisted development: "Just generate better specs and your problems will go aw...

The moat hiding in plain sight is memory

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...

I accidentally fixed AI forgetting without embeddings, fine-tuning, or a database

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. ...

SR-SI accidentally solved the documentation problem too

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...

Computation is killing collaboration

Computation is killing collaboration

Computation is killing collaboration. The biggest hurdle in AI-assisted development isn't a lack of...