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posts

Essays grounded in code history, production failures, systems projects, and the ideas I am actively testing.

Why I Study Computer Engineering While Building Production Software

Why studying the hardware/software boundary strengthens, rather than replaces, years of production backend and infrastructure work.

What “local-first” requires when POSIX filesystem behavior meets caching, hydration, background sync, and an eventually consistent cloud API.

A practical migration pattern for consolidating handlers, preserving behavior, and moving production traffic with health checks and rollback intact.

Why Liquid data contracts, variant identity, asynchronous loads, bundle semantics, and mobile behavior matter more than the model itself.