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The End of Syntax

Rafay A.

Engineering signal in the AI noise. Architecting the future of software.

Platform
Substack
PricingFreemiumPublishesDaily
Issues42Founded7 months agoLast Issue3 days ago
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Artwork for The End of Syntax

Latest Issues

You're Evaluating RAG on Questions You Already Know the Answer To

What This Post Covers

  • The golden dataset selection bias — why the very act of building a golden set makes it easier than production.

  • The Coverage Illusion — the gap between synthetic query distributions and real user queries, a...

3 days ago

Why Senior Engineers Are Losing the Middle Ground

If you are a software engineer, let’s talk about what’s actually happening to your job.

Not the abstract version. Not “AI will change everything” hand-waving or “engineers will always be needed” reassurance.

The specific, data-grounded,...

4 days ago

The Agent That Can't Explain Itself Won't Survive the First Audit

What This Post Covers

  • Why “the model decided” fails every audit question, internal and external.

  • What auditors actually ask — and why the honest answer to most of them is currently “we don’t know.”

  • The compliance landscape...

5 days ago

Context Is a Cache, Not Memory

You have a mental model of what the context window is. You use it every day. You’ve built systems around it.

The mental model is wrong, and it’s costing you.

Here is what you believe, probably without having said it out loud: the context...

7 days ago

Your RAG System Is Serving Stale Data Without Knowing It

What This Post Covers

  • Why the split architecture is a distributed system — and what that means for correctness.

  • The four consistency anomalies your pipeline produces right now.

  • Why the retriever can’t see the problem — and...

8 days ago
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