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Writing& deep dives.

Engineering deep dives, architecture decisions, and lessons from building production systems. No fluff — just hard-won insights.

EngineeringJan 15, 2025·8 min

Why I Chose CRDTs Over OT for Real-Time Collaboration

After benchmarking both approaches at scale, CRDTs won on every metric that mattered — here's the data.

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AI / MLDec 8, 2024·12 min

Building RAG Pipelines That Don't Hallucinate

Grounding LLMs in your data is easy. Grounding them accurately is the hard part. Here's my production playbook.

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ArchitectureNov 22, 2024·10 min

The Multi-Tenant Tax: Architecture Decisions That Cost $200K

Lessons learned from building tenant isolation the wrong way first, and how compound indexes saved us.

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