LLM ReferenceLLM Reference

AI Coding Harnesses

27 tools that orchestrate AI models for software development

CLI

Aider

OSS

Paul Gauthier (independent)

Open-source CLI tool for AI-driven code editing via natural language, with deep Git integration that automatically commits changes with descriptive messages.

Free (user pays LLM API costs)

Amp

Sourcegraph (separate product)

AI coding agent terminal tool designed for autonomous multi-step task execution across codebases, positioned as a next-generation CLI harness.

Free beta

Claude Code

Anthropic

Autonomous coding agent that runs in the terminal, capable of editing files, running commands, and managing the entire development workflow with minimal human intervention.

Included with Claude Pro/Max subscription (~$20-100/mo); API usage billed separately

Goose

OSS

Block (Square parent company)

Open-source autonomous AI coding agent by Block that runs locally, with extensible tool support for filesystem, shell, and external APIs.

Free (user pays LLM API costs)

OpenAI Codex CLI

OSS

OpenAI

Open-source command-line coding agent released April 2025 that runs code, browses files, and executes multi-step tasks in a sandboxed environment using OpenAI models.

Free (user pays OpenAI API costs)

Plandex

OSS

Plandex

Open-source CLI coding agent designed for large-scale, multi-step tasks with explicit planning stages and reliable multi-file changes across large codebases.

Free (self-hosted); Cloud plan available

Warp

Warp

AI-native terminal and coding environment with built-in agent capabilities for running commands, debugging, and completing coding tasks via natural language.

Freemium; Pro at $15/mo

IDE

Amazon Q Developer

Amazon Web Services

AI coding assistant and agent deeply integrated with AWS services, capable of autonomous feature implementation, test generation, and security scanning.

Free tier; Pro at $19/user/mo

Augment Code

Augment

Enterprise AI coding assistant with agentic capabilities, emphasizing security, codebase understanding at scale, and team-oriented features for large engineering organizations.

Enterprise pricing (contact sales)

Cline

OSS

Cline (open source community)

Open-source VS Code extension that gives Claude or other LLMs autonomous access to the terminal, filesystem, and browser to complete complex coding tasks.

Free (user pays LLM API costs)

Continue

OSS

Continue.dev

Open-source IDE extension for VS Code and JetBrains that provides customizable AI coding assistance including chat, autocomplete, and agentic edit capabilities.

Free (open source); Enterprise plan available

Cursor

Anysphere

AI-first code editor (fork of VS Code) with agentic capabilities including multi-file edits, codebase-aware completions, and an agent mode for autonomous task execution.

Freemium; Pro at $20/mo

Gemini Code Assist

Google

AI coding assistant powered by Gemini, integrated into VS Code and JetBrains IDEs, offering code completion, chat, and agentic code transformation capabilities.

Free for individuals; Enterprise pricing for teams

Kilo Code

OSS

Kilo

VS Code extension forked from Cline, offering autonomous coding agent capabilities with a focus on reliability and team-friendly features.

Free (open source)

Roo Code

OSS

Roo (open source fork of Cline)

VS Code extension and harness framework forked from Cline with enhanced autonomous coding capabilities and additional agent modes.

Free (user pays LLM API costs)

Sourcegraph Cody

OSS

Sourcegraph

AI coding assistant with deep codebase search integration, capable of understanding and generating code across entire large-scale repositories using Sourcegraph's search infrastructure.

Free tier; Pro at $9/mo; Enterprise pricing

Tabnine

Tabnine

AI code completion and chat assistant that runs locally or in the cloud, with a focus on enterprise privacy, security compliance, and learning from private codebases.

Starter free; Pro at $12/mo; Enterprise pricing

Windsurf

Codeium

Agentic IDE with a 'Cascade' agent that maintains awareness of the full development flow and can autonomously plan and execute multi-step coding tasks.

Freemium; Pro at $15/mo

Zed

OSS

Zed Industries

High-performance collaborative code editor with native AI agent integration, built in Rust for speed and designed for human-AI collaboration workflows.

Free; Pro tier for advanced AI features

Cloud

Framework