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Notes from building platforms — AI systems, communication infrastructure, and the distributed-systems lessons in between.

July 1, 2026·7 min read

Building a Unified Communication Platform

How a side-observation while building a voice agent turned into the communication platform now handling 150k+ conversations a month — and what I got wrong along the way.

Platform Engineering
Distributed Systems
Architecture
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June 15, 2026·6 min read

Why Every AI Platform Needs a Memory Layer

Our agents kept asking users questions they'd already answered. Fixing that properly turned out to be a much deeper problem than 'add a vector database'.

AI Systems
Agent Memory
Architecture
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