Field notes from the engineering desk.
Technical perspectives on engineering decisions, AI systems, commerce infrastructure, and the craft of building software that enterprises depend on.
Featured this month.
One long-form essay, plus shorter notes from across the team.
How to choose between microservices and monolith for enterprise software
The microservices vs. monolith debate has a correct answer, but it depends on your team size, operational maturity, and scaling requirements. Here is the decision framework Kirtav uses.
What 'production-grade AI' actually means, and why it matters
LLM demos are easy. Production AI systems that handle real traffic, edge cases, and failure modes are not. This is what separates a prototype from a production system.
The engineering case for custom commerce platforms
When hosted platforms like Shopify stop being enough, what signals indicate it is time to build custom, and what that engineering effort actually involves.
What we write about.
Six tracks shaped by the engagements we run, and the problems clients keep asking us to solve.
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