AI Agent Developments — Monday, February 24th 2025 Oracle detailed its Fusion Cloud Applications Suite roadmap, emphasizing AI agent-driven automation for payroll setup and low-level enterprise tasks while transitioning toward agent-oriented interaction models over traditional interfaces. The company aims to leverage its unified data model to maintain competitive differentiation in its applications business throughout 2025. Meanwhile, Anaconda launched Lumen, an open-source tool enabling natural language-based data exploration and visualization workflows for non-technical teams. Sonar acquired AutoCodeRover, integrating its LLM-agnostic AI agent platform to enhance code debugging and remediation capabilities. DeepSeek announced plans to open-source five additional repositories next week while introducing NSA, a sparse attention mechanism reducing long-context training costs by up to 50% without performance loss. Stytch also debuted Connected Apps, allowing developers to integrate third-party apps and multi-agent ecosystems via OAuth 2.0 authentication protocols. In enterprise security partnerships, Securiti aligned with Databricks to embed governance controls into generative AI systems using Mosaic AI and Delta tables for safer enterprise-scale deployments.