Building the right
tools for the AI era

miniidea is an independent software studio founded by a former Alibaba engineer, dedicated to building small but impactful tools for the AI era. We believe the best tools are the ones that stay out of your way — lightweight, focused, and genuinely useful.

AI generates bad code when context is missing — not because the model is weak, but because the input is incomplete. RunLogos solves this by building a Spec Chain before a single line of code is written.

Requirements → Prototype → Scenarios → API → Schema → Tests → Code. Each layer derives from the one before it. By the time AI writes code, every decision has already been made and recorded.

Every requirement traces to a scenario, every scenario to an API, every API to a test, every test to a passing result. You ship with proof — not hope.

The full OpenLogos methodology workbench ships as a native desktop app for Mac and Windows. Requirements, prototype, scenarios, API, schema, tests, code generation, and change proposals — all in one tool.

The Why → What → How progression and the Spec Chain concept are documented and published as an open standard. Any team can adopt the methodology with any tooling.

An independent software studio born from the conviction that developers deserve small, focused, and beautifully crafted tools — especially in the AI era.

Found a bug or have a feature idea? Open a GitHub Issue. Every piece of feedback is taken seriously.

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