Writing
Thinking Out Loud
Technical writing on AI architecture, data engineering, and building reliable systems in production. Written by someone who builds these things, not just talks about them.
Agentic AI Architecture Patterns for the Enterprise
How I think about designing autonomous AI systems that are actually reliable in production — not just impressive in demos.
Building a Real-Time Threat Detection Platform from Zero
The engineering decisions behind Cork's AI-powered cybersecurity intelligence platform, and what I'd do differently.
LLMs in Production Data Pipelines: What Actually Works
After integrating LLMs into data pipelines across multiple companies, here's the unfiltered truth about what holds up.
Multi-Cloud Data Warehouse Strategy: When and Why
A pragmatic take on when multi-cloud data architecture makes sense — and when it's just complexity for its own sake.
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