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Architecture Thinking.

System breakdowns, AI implementations, and lessons learned from building in production.

[ Diagram: Redis Cache ]
System BreakdownApril 14, 2026

Why we use Redis for our AI routing layer

A deep dive into how we reduced LLM routing latency by 40% using Redis sets to evaluate provider health in real-time.

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[ Diagram: Serverless DB ]
Lessons LearnedMarch 22, 2026

The hidden costs of serverless databases at scale

Serverless databases are great for MVPs, but at 1M+ rows per month, connection limits and cold starts can become operational nightmares.

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