In progress
Offline-first Flutter as a product decision
How sync design, local persistence, and failure handling shape real field workflows.
Writing
Published essays and developing notes on engineering systems, AI, and delivery.
This section combines finished writing with notes that are still being developed into fuller articles.
Published article
Most Developers Use AI Wrong. Here's the Pattern That Changes Everything.
March 21, 2026 ยท 4 min read
A practical argument for moving from single-prompt AI usage to orchestrated multi-agent execution when the work is repetitive, parallelizable, and operationally expensive.
Read articleNotes in Progress
Research notes that are being shaped into future essays.
Research note
Where AI tooling actually saves engineering time
A practical view of narrow-scope LLM workflows that improve delivery without adding noise.
Outline
Choosing state management for long-lived mobile applications
Tradeoffs between BLoC, Provider, and Riverpod from a maintainability perspective.