Snehal Agrawal
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Writing · AI Engineering · Architecture

Ideas worththinking about.

Practical notes on building AI systems — from understanding the fundamentals to designing reliable systems that work in production.

03Articles
01
AI AgentsOct 3, 2026

What Actually Happens Inside an AI Agent?

A simple mental model for understanding the loop behind modern AI agents.

AI AgentsLLMAgentic AI
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02
AI ArchitectureOct 2, 2026

Do We Really Need an LLM for Every Decision?

Why good AI architecture often means knowing when not to use an LLM.

LLMArchitectureAI Engineering
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03
AI FundamentalsOct 1, 2026

Jev vs LLM — What's the Difference?

A practical way to think about deterministic logic, LLMs, and where each belongs in an AI system.

AILLMSoftware Engineering
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Snehal Agrawal

Building AI systems that work beyond the demo.

ArticlesProjectsAboutGitHub ↗
© 2026 Snehal AgrawalAI Engineering · Architecture · Systems