A developer demonstrates how Spring Boot AI applications are vulnerable to both prompt injection and system prompt leakage when user input is concatenated into a single prompt turn. The post shows a v…
A developer demonstrates a technique for zero-latency JSON parsing from LLM responses by using Claude's prefill feature with Spring AI and Java 26 Records. By pre-populating the assistant's response w…
A developer has built an asynchronous human-in-the-loop AI agent system using Spring AI that avoids blocking virtual threads during approval workflows. The approach serializes the agent's ReAct loop s…
In 2026, AI agents are performing real-world transactions like booking flights and mutating databases, but standard database transactions fail when dealing with asynchronous LLM API calls. To maintain…
Basic vector search is inadequate for enterprise AI pipelines and promotes GraphRAG, a hybrid retrieval approach combining vector search with graph databases. It describes a Spring AI and Neo4j implem…