LogiCoal

LogiCoal is a multi-agent AI coding assistant designed specifically for the terminal, enabling developers to integrate powerful AI capabilities directly into their existing CLI workflows. Its primary purpose is to streamline software development by combining smart model routing, deep code analysis, and automated development workflows without forcing a change in tools or environments. By operating within the terminal, LogiCoal supports developers who prefer a keyboard-driven, scriptable, and automation-friendly setup for building and maintaining codebases at scale.

LogiCoal orchestrates multiple specialized AI agents to handle tasks such as code generation, refactoring, debugging, documentation, and test creation, selecting the most appropriate model and strategy for each task. It performs deep, context-aware analysis of entire repositories, not just single files, allowing it to understand project structure, dependencies, and coding conventions. The tool supports end-to-end workflows, including implementing feature requests, updating related files, running tests, and summarizing changes. Smart model routing optimizes for speed, cost, and accuracy by deciding when to use lightweight models for simple tasks and more capable models for complex reasoning or large-scale modifications.