Helios. Agents that run reliably in production.

<dependency>
  <groupId>ai.singlr</groupId>
  <artifactId>helios-session</artifactId>
  <version>${helios.version}</version>
</dependency>
<dependency>
  <groupId>ai.singlr</groupId>
  <artifactId>helios-anthropic</artifactId>  <!-- or -gemini, -openai -->
  <version>${helios.version}</version>
</dependency>

try (var model = new AnthropicProvider().create(
        AnthropicModelId.CLAUDE_OPUS_5.id(),
        ModelConfig.of(System.getenv("ANTHROPIC_API_KEY")));
    var session = AgentSession.create(
        SessionPresets.workspace(model, Path.of("/path/to/repo")).build())) {
  var terminal = session.runBlocking(UserMessage.text(
      "Summarise the public API of the session module."));
  System.out.println(terminal.result());
}