Augment Code launched its new “Augment Agent” technology focusing on complex software engineering projects over code generation.The company achieved the highest SWE-bench score by combining Anthropic’s Claude Sonnet 3.7 with OpenAI’s O1 reasoning model.Augment Code raised $270 million in funding, with investors including Sutter Hill Ventures, Index Ventures, and Lightspeed Venture Partners.Augment Agent stands out with a 200,000 token context window for understanding context across massive codebases.The company's real-time synchronization of code changes across teams differentiates it from competitors.Augment Code reports a 70% win rate over GitHub Copilot in enterprise competitions.The “Memories” feature in Augment Agent learns from developer interactions to align with individual coding styles.Augment emphasizes the importance of aesthetic and structural elements in coding alongside mathematical logic.Augment Code addresses concerns about intellectual property protection and security in AI coding tools.Augment Agent is now available for VS Code users with full compatibility in Microsoft's ecosystem.