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Field notes

Notes for builders of modern systems

Practical writing on software architecture, AI automation, product delivery, and the operational side of shipping serious technology.

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AI Systems
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Designing AI Workflows That Teams Actually Use

A practical look at turning copilots, agents, and retrieval tools into reliable internal operations.

May 12, 2026Read the full note→
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Engineering
April 28, 2026

The Architecture Checklist Before Scaling SaaS

The product, database, deployment, and observability questions we answer before pushing serious growth.

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Product
April 9, 2026

Why Fast Interfaces Still Need Strong Backend Contracts

Frontend polish only lasts when APIs, state, caching, and failure states are treated as one product surface.

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