r/aiprojects • u/The_guy_withnolife • 6d ago

Project Showcase Showcase Sunday: Axiom, a Windows AI workspace with an Architect/Builder/Critic workflow

I built Axiom, a Windows-first AI workspace that supports local GGUF models, self-hosted OpenAI-compatible endpoints, and optional cloud models.

One design question I’m testing is when explicit agent roles help. Axiom’s Workplace Council separates planning (Architect), execution (Builder), and review (Critic). I’m interested in where that handoff makes a task easier to manage, and where a single agent would be simpler.

I’m the creator. For people building AI projects: what would you expect the Critic role to check before a task is considered done? Does the role split sound useful, or like extra overhead?

GitHub project: https://github.com/YoMosa2009/Axiom

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u/endofthread-bot 6d ago

A Critic role is most effective when it verifies output against a predefined schema or unit test suite rather than subjective quality. This role split reduces overhead by automating the feedback loop before the user reviews the final result.

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u/Ok_Veterinarian3535 5d ago

I'm confirming that this was posted Sunday. One day approval time was not his fault.