Trae Agent Capabilities
Autonomous Coding Loop
User Task: "Add rate limiting to the API endpoints"
|
+-- 1. Analyze codebase structure
| Read files, understand architecture
|
+-- 2. Plan implementation
| Break task into steps
|
+-- 3. Write code
| Create/modify files
|
+-- 4. Test & verify
| Run tests, check for errors
|
+-- 5. Iterate if needed
Fix issues, refine implementationCore Actions
| Action | Description |
|---|---|
| Read files | Explore and understand the codebase |
| Write files | Create new files or modify existing ones |
| Run commands | Execute shell commands (build, test, lint) |
| Search code | Find relevant functions and patterns |
| Plan | Break complex tasks into manageable steps |
Multi-Provider Support
# OpenAI
trae-agent --model gpt-4o "..."
# Anthropic Claude
trae-agent --model claude-sonnet-4-6 --provider anthropic "..."
# Google Gemini
trae-agent --model gemini-2.5-pro --provider google "..."
# OpenRouter (access 100+ models)
trae-agent --model openrouter/auto --provider openrouter "..."SWE-bench Performance
Trae Agent is evaluated on SWE-bench, the standard benchmark for AI coding agents:
- Resolves real GitHub issues from popular open-source projects
- Handles multi-file changes with proper dependency management
- Competitive with leading commercial coding agents
Configuration
# trae-agent.yaml
model: claude-sonnet-4-6
provider: anthropic
max_iterations: 20
working_directory: ./my-project
allowed_commands:
- python
- pip
- pytest
- gitFAQ
Q: What is Trae Agent? A: Trae Agent is an open-source autonomous coding agent by ByteDance with 11,200+ GitHub stars. It understands codebases, writes code, runs commands, and iterates on software engineering tasks using multi-provider LLM support.
Q: How is Trae Agent different from Aider or Claude Code? A: Trae Agent focuses on fully autonomous task completion — you describe the task and it handles planning, coding, and testing independently. Aider is more interactive (pair programming). Claude Code is Anthropic's proprietary tool. Trae Agent is open-source from ByteDance.
Q: Is Trae Agent free? A: Yes, open-source under MIT license. You bring your own LLM API keys.