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Before You Scale: What Chapter 1 of Designing Data-Intensive Applications Actually Teaches You
·8 min read

Before You Scale: What Chapter 1 of Designing Data-Intensive Applications Actually Teaches You

Everyone cites Designing Data-Intensive Applications. It’s on the reading list of every serious engineering team. Engineers drop it in interviews. CTOs reference it in system design discussions. But most people read it once, nod along, and move on without internalizing what the first chapter is actually saying.

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system design
Streaming in LLM Agents Isn’t Just a UX Feature. It’s an Architecture Decision.
·4 min read

Streaming in LLM Agents Isn’t Just a UX Feature. It’s an Architecture Decision.

Most teams add streaming to their AI products because it feels faster.

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ai engineeringsystem design
Building Internal Chatbots That Actually Work
·7 min read

Building Internal Chatbots That Actually Work

Every company I’ve worked with has the same problem dressed in different clothes.

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ragai engineeringsystem design