Getting Started with CodeLogician

CodeLogician helps AI coding agents reason about complex software using math and logic.

Instead of relying purely on statistical reasoning from LLMs, CodeLogician introduces a logical reasoning layer that can:

• discover edge cases
• verify system invariants
• explore behavioral boundaries
• generate high-coverage test cases

Choose Your Interface

CodeLogician can be used through several interfaces depending on your workflow.

Recommended starting point: codelogician CLI

This lightweight shell interface lets coding agents invoke CodeLogician without installing Python dependencies.

Install the Full CLI

To install the full CodeLogician CLI:

curl -fsSL codelogician.dev/codelogician/install.sh | sh

Or install with pip (requires Python 3.12+):

pip install codelogician

Then verify the installation:

codelogician --help

Typical CodeLogician Workflows

CodeLogician supports three common workflows.

1. Direct CLI Workflow

Invoke reasoning tools directly from the command line.

Typical steps:

• Learn the IML language using codelogician doc
• Convert source code into formal models
• Run reasoning with the eval command
• Inspect proofs, counterexamples, and artifacts

2. Agent Workflow

Use the CodeLogician autoformalization agent to translate source code into analyzable models.

Examples:

codelogician agent PATH_TO_FILE

or

codelogician multiagent PATH_TO_DIRECTORY

This allows coding agents to iteratively refine models and reasoning results.

3. Server Workflow

Run CodeLogician as an interactive reasoning server.

This mode supports:

• continuous formalization
• multi-agent orchestration
• live system analysis

The server can be used together with the TUI interface for interactive exploration.

What CodeLogician Provides

CodeLogician combines LLM generation with logical reasoning.

Key capabilities include:

• Automated reasoning using the ImandraX engine
• Formal verification of critical logic
• Counterexample discovery when assumptions fail
• Behavioral decomposition of complex systems
• Test generation based on real execution boundaries

Next Steps

Continue learning how to use CodeLogician:

• Quickstart — run CodeLogician in under a minute
• Guides — practical workflows with AI coding agents
• Tutorials — step-by-step walkthroughs
• Interfaces — choose the right interface for your workflow