Ditch AI Chat Interfaces for Structured Development Workflows

Routa is an open-source, local-first AI coding framework that replaces chat-style prompting with a structured, CI/CD-inspired workflow.

It uses a Kanban board, evidence tracking, automated quality gates, and AI agent integrations to make development more traceable and accountable.

The goal is to improve reliability, quality control, and task visibility for AI-assisted coding teams.

The article frames Routa as part of a broader shift from unstructured chat interfaces to disciplined software workflows.