LogiCoal is a free, AI-powered CLI coding assistant that runs in your terminal. It uses a multi-agent system with seven specialized agents — Orchestrator, Coder, Researcher, Planner, Reviewer, Tester, and DevOps — to handle complex development tasks from start to finish.

The multi-agent system features seven specialized agents that work together on your tasks. The Orchestrator breaks down complex requests and delegates to Coder, Researcher, Planner, Reviewer, Tester, and DevOps agents. Smart model routing uses a lightweight classifier to analyze your request and automatically route it to the optimal model from fast 7B for quick tasks to powerful 30B for complex code generation.

Deep code analysis provides semantic code search with vector embeddings that understands your codebase at a structural level. The system includes a rich terminal UI with syntax-highlighted code, live agent status, progress indicators, and markdown rendering. It offers a full tool suite for reading, writing, and editing files, executing bash commands, searching the web, and analyzing code with grep and glob.

LogiCoal provides session persistence where conversations and context persist across sessions, allowing users to pick up where they left off with full history, checkpoint management, and the ability to resume multi-agent tasks. The multi-agent approach enables end-to-end development workflows handled by specialized AI agents working collaboratively.

LogiCoal is built for developers who work primarily in the terminal and need AI assistance for complex coding tasks. It integrates with existing development workflows through terminal access and supports file operations, code execution, and web search capabilities.