Writing

Notes on frontend architecture, AI product work, and practical delivery.

A small library of portfolio-safe articles about building production interfaces, integrating AI into products, and keeping web systems maintainable.

Shipping frontend systems that stay understandable after launch

A practical approach to frontend architecture that keeps product boundaries, state, API contracts, observability, tests, and handoff clear after production release.

Maintainability is tested after launch, when APIs evolve, real users find edge cases, and another developer needs to change the system without rebuilding its context from scratch.

Published: 2026-06-27
Read time: 7 min
Type: Frontend systems

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Designing AI workflows that help the product instead of decorating it

A practical way to place model-driven steps inside reliable product workflows, with explicit contracts, human control, failure handling, and operational limits.

2026-06-20Read article

Next.js8 min

A clean localization pattern for Next.js portfolio and product routes

A route-first localization architecture for Next.js that keeps dictionaries, data fetching, metadata, navigation, API behavior, fallbacks, and migration rules aligned.

2026-06-12Read article

AI Product Engineering10 min

Building AI Workflow Studio: from portfolio idea to observable production system

A source-grounded account of turning a visual workflow concept into a deployable system with versioned graphs, durable execution, protected credentials, stage-level observability, and explicit operational boundaries.

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