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bytedance/

trae-agent

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Trae Agent is an LLM-based CLI tool for general software engineering tasks, supporting multiple providers, with a configurable YAML setup and trajectory logging.

12kstars
1.3kforks
158issues
MITlicense
2025since
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Reviewgenerated from repository data · Aug 5, 2026

What it is

Trae Agent is an LLM-based agent for general purpose software engineering tasks. It provides a CLI interface that can understand natural language instructions and execute software engineering workflows using various tools and LLM providers.

How it works

The project supports multiple model providers (OpenAI, Anthropic, Doubao, Azure, OpenRouter, Ollama, Google Gemini) and offers a rich tool ecosystem (file editing, bash execution, sequential thinking, etc.). It records agent actions in trajectories for debugging and analysis. Configuration is YAML-based with environment variable support.

Getting started

Installation is via cloning the repository and setting up a virtual environment:

git clone https://github.com/bytedance/trae-agent.git
cd trae-agent
uv sync --all-extras
source .venv/bin/activate

Configuration is done through trae_config.yaml.example copied to trae_config.yaml and edited with API keys and preferences:

agents:
  trae_agent:
    enable_lakeview: true
    model: trae_agent_model
    max_steps: 200
    tools:
      - bash
      - str_replace_based_edit_tool
      - sequentialthinking
      - task_done
model_providers:  
  anthropic:
    api_key: your_anthropic_api_key
    provider: anthropic
  openai:
    api_key: your_openai_api_key
    provider: openai

Usage commands include basic task execution and interactive mode:

trae-cli run "Create a hello world Python script"
trae-cli show-config
trae-cli interactive

Recent releases

  • none

Traction

Stars: 11975 Forks: 1327 Open issues: 158

License

MIT

Caveats

License: MIT, as indicated in README; no age note beyond created date 2025-06-13 and last_push 2026-02-05.

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