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Full stack and AI solutions engineer. I build software and automation that make businesses run faster, and write about the engineering behind it.

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The blog

Thoughts on building software

Long form thinking on architecture, debugging, AI in production, and the messy intersection of code and business. The trade-offs, failures, and decisions that do not fit into tutorials.

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Showing 2 of 2 articles
Split a Monolith Only When You Actually Need To
Software Architecture & Scaling · 12 min read
1 months ago

Split a Monolith Only When You Actually Need To

Microservices sound like the grown-up choice, so teams split too early and inherit a distributed mess. This guide covers the real cost of splitting a monolith, the modular monolith that is usually the smarter default, when you genuinely need to split, and how.

microservicesmonolithmodular monolith+5 more
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How I Shipped Production-Ready AI Agents for a Client
AI Development · 7 min read
3 months ago

How I Shipped Production-Ready AI Agents for a Client

A client's support agent worked perfectly in the demo, then refunded three customers twice in its first week. Here is how I turned that flaky prototype into production-ready AI agents using idempotency, validation, guardrails, and full observability.

production engineeringai agentsagentic workflows+5 more
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