In our team we have an ISA Master Arborist, a Data Scientist and an ISA Arborist. While the Arborist determines what needs to be observed, assessed, and prescribed. Data and software design determine how those observations are stored, validated, transformed, mapped, and reported.

f you’ve tried using Codex (or any LLM) to help build apps, you’ve probably hit this wall: It writes code… but you still have to copy/paste files, run builds manually, fix errors yourself and wire everything together. That’s not “AI development.”That’s autocomplete with extra steps. The missing piece is MCP (Model Context Protocol). Once you wire Codex CLI + MCP + Flutter together, Codex stops being a chatbot and starts acting like a junior developer that can actually build,