Back to Blog

Quorate v0.10 Roadmap Gates

What I mean by v0.10 roadmap gates for Quorate: installability, understandable command surface, provider failure handling, and more evidence-backed AI review output.

Umut Korkmaz

Published: 4 min read

On June 24 I shipped the v0.10 roadmap gates for Code Council / Quorate. The project is simple to describe: several AI reviewers inspect the same code and the CLI turns their disagreement into a useful review. The engineering work is less simple, because a multi-model tool needs guardrails before it needs more spectacle.

What a roadmap gate means

For a CLI like Quorate, a gate is a threshold that prevents a release from being just a pile of features. It asks whether the package can be installed, whether the command surface is understandable, whether model/provider failures degrade cleanly, whether review output is actionable, and whether the release path is repeatable.

Why this matters for AI review

AI review tools fail in two predictable ways. They either produce polished generic advice, or they bury a useful finding inside a long unranked transcript. Quorate's value is the council pattern: independent reviewers, model disagreement, and a synthesized output that gives the developer a short list of things worth checking.

What comes next

The next layer is better evidence handling. A council review should show which model found what, which findings survived synthesis, and which were dropped as weak. The more explicit that trail is, the easier it is to trust the tool without pretending the tool is infallible.

About the author

Umut Korkmaz

Lead Software Engineer

I'm a senior software engineer in Istanbul. Here I write about the tools and releases I've shipped to production myself, and what they taught me along the way.

Picked by shared topics.

  • 7 min read

    Shipping re-shell cli to 0.29 - Lessons From Fast Iteration

    Lessons from shipping a developer CLI fast as a solo maintainer: what pre-1.0 versioning really lets you do, keeping breaking changes honest, the discipline of small frequent releases, dogfooding, and using AI agents without letting quality slip.

    • CLI
    • Open Source
    • Versioning
  • 7 min read

    Quorate: A Council of AI Reviewers for Your Code

    I built Quorate, an open-source CLI that runs several AI models over the same diff as independent reviewers, then synthesizes their verdicts. A council catches what one model misses and punctures false confidence.

    • AI
    • Code Review
    • Open Source
  • 7 min read

    Re-Shell: One CLI for Microservices and Microfrontends

    Re-Shell is my open-source full-stack platform that unites microservices and microfrontends under one CLI, so I stop re-stitching the same wiring on every project.

    • Re-Shell
    • Microservices
    • Microfrontends