How I used Google Antigravity background sidecars, GitHub Apps, and Gemini 3.8 to build an automated watcher that keeps my personal site's bibliography up to date.

An exploration of client-side functions in A2UI, demonstrating how autonomous agents can offload deterministic calculations directly to local Dart code for faster, more reliable execution.

An examination of how coordinated multi-agent teams in Google Antigravity can translate Python libraries into idiomatic Dart packages. Explores a disciplined, test-driven development workflow that divides labor across architect, coder, and tester roles.

How to tackle cold-start latency in generative UI apps. Explores pre-generating, streaming, and caching A2UI messages using the Commis kitchen assistant as a case study.

Creating Flutter frontends for Python-based ADK agents using a structured 5-step learning loop with Google Antigravity.

Key architectural changes to the genui package, showing how the A2UI protocol bridges autonomous AI agents with client-side Flutter widget catalogs.

A comparative study of JSON deserialization strategies in Flutter, weighing hand-rolled parsing against automated code generation. Explores how to balance type safety, ergonomics, and maintenance overhead across projects of varying scale.