How agentic AI is transforming software development
Deployment and operational tools extend this layer further by enabling safe, scalable adoption of agentic systems. Search capabilities from providers such as SerpApi give agents access to live web knowledge, ensuring responses are current and accurate. Agents can ground their outputs in context-rich knowledge from vector databases such as Pinecone and Weaviate, or from enterprise …