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A terminal-native coding agent, OPENDEV, achieves robust autonomous software engineering by enforcing explicit reasoning phases and prioritizing context efficiency, offering a blueprint for secure and extensible AI assistance.
By explicitly modeling code structure and dependencies, Hydra lets smaller code LLMs beat much larger models on repository-level code generation tasks.