Pantion FAQs

Question 1

What is Pantion and how does it help with AI agent coding?

Accepted Answer

Pantion is an MCP server that guides AI coding agents through a structured dialog to converge on precise software specifications. It eliminates silent defaults and ensures all critical decisions are explicit, drastically reducing post-generation correction loops and leading to more reliable AI-powered software development.

Question 2

How does Pantion eliminate silent defaults and reduce variance?

Accepted Answer

Pantion makes all software decisions explicit through a guided dialog, capturing them in a 'Canon' before code generation. This preserves rationale, separates 'HARD' from 'FLEX' requirements, and prevents AI agents from guessing, ensuring more predictable builds and consistent outcomes across runs.

Question 3

What kind of output does Pantion generate for my project?

Accepted Answer

From the converged dialog, Pantion generates a complete suite of project specification files. This includes documents like requirements.md, constraints.md, and success-criteria.md, along with optional files such as api-spec.md or data-model.md, serving as a durable source of truth.

Question 4

Which AI coding clients and platforms does Pantion integrate with?

Accepted Answer

Pantion integrates seamlessly as an MCP (Model Context Protocol) server with popular AI coding clients such as Claude Code, Cursor, Windsurf, and Gemini CLI. It works with any client that supports the MCP standard, providing flexible integration into existing workflows.

Question 5

What is a 'Canon' in the context of Pantion?

Accepted Answer

A 'Canon' is the verbatim, converged dialog created by Pantion, representing the unambiguous source of truth for your software project. It documents all explicit decisions, rejected alternatives, and their rationale, ensuring clarity and consistency throughout the project lifecycle.

Pantion

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Key Features

Use Cases

Key Features

Use Cases