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AgentEnsemble

Coding Agent Example

AgentEnsemble/agentensemble

Coding Agent Example¶

Demonstrates the high-level CodingEnsemble.run() API for running a coding agent directly in a project directory.

What It Does¶

Accepts a project directory path as a command-line argument
Auto-detects the project type (Java/Gradle, npm, Python, etc.)
Assembles appropriate coding tools
Runs a bug-fix task using the configured LLM

Code¶

ChatModel model = OpenAiChatModel.builder()
    .apiKey(System.getenv("OPENAI_API_KEY"))
    .modelName("gpt-4o")
    .build();

EnsembleOutput output = CodingEnsemble.run(
    model,
    Path.of("/path/to/project"),
    CodingTask.fix("Find and fix any compilation errors"));

System.out.println(output.getRaw());

Running¶

export OPENAI_API_KEY=sk-...
./gradlew :agentensemble-examples:runCodingAgent --args="/path/to/your/project"

If no path argument is provided, the current directory is used.

Key Concepts¶

Project detection: ProjectDetector scans the directory for build-file markers and returns a ProjectContext with language, build system, and source roots.
Tool assembly: CodingAgent.builder() assembles the right tool set based on the detected ToolBackend (AUTO by default).
System prompt: CodingSystemPrompt generates a coding-specific agent background with workflow instructions and build/test commands.

See Also¶