JUSTIN TAHAI

Mainely Code / Engineering note

Software with
an operator’s perspective.

Local-first tools, owned files, and reviewable engineering work—alongside active research into distributed reasoning.

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01 / Background

Build from operational experience.

Mainely Code grows out of my IT and managed-services background: disconnected tools, weak handoffs, and opaque automation become design problems to address.

TAHAI Web Services and Mainely Code are separate businesses. My engineering work connects them: practical workflows, understandable systems, and clear ownership.

02 / Product work

Creation, review, and ownership.

Buildroom, Orb-Weaver, Growthroom, and the wider product family address different development and operational tasks. The public company site emphasizes local-first workflows and reviewable outputs.

The product family includes released tools and active research. Each project’s own page carries its current scope and availability.

03 / Research

NORTHSTAR is a distinct research effort.

NORTHSTAR is an active research effort in distributed AI and synthetic reasoning, organized around an executive core and specialist regions.

The research explores how those specialist regions can contribute to a coordinated reasoning system across explicitly governed execution environments. Its architecture and research direction are documented on the project site.

A conversation is a good place to start.

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Remote managed services, systems support, and Microsoft cloud operations.

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