CLI and Agentic Coding Guide

Enable AI Agents to autonomously close the loop in the terminal like engineers.

The Lanson ecosystem fully supports toolchain integration for AI Agents and command-line-driven workflows. Through a unified command-line interface, developers and autonomous agents can seamlessly control service lifecycles, inspect requirements, and advance testing.

Core Toolchain

# Inspect local project status and port mapping
lanson status

# Control development service lifecycle
lanson run lanson-flow-web
lanson stop lanson-flow-web

# Requirement patrol and status progression
lanson req patrol

Design Principles

1. Strict Environment and Port Locking: All fixed ports and local public domains are uniformly mapped to avoid conflicts. 2. Secure Credential Injection: Keys are securely injected uniformly via 1Password CLI; hardcoding is strictly prohibited. 3. Foreground Blocking Execution and Real Delivery: Background suspension with assumed success is strictly prohibited; all statuses are based on real diffs and console receipts.