A warehouse employee asks a robot to bring a parts bin to the packing station. The request sounds simple. The software has to answer several different questions: What does the employee mean? Is the destination allowed? Is the observation current? Did the robot accept the job? Did the bin actually Read more
You can build your first Spring endpoint in minutes. The harder question arrives when the application grows: where should the next piece of business logic live? This guide connects four ideas that are often introduced separately. Spring creates and connects application objects. Spring Boot supplies a convenient way to configure Read more
Test Spring Framework 7 retries and concurrency limits with real proxies and virtual threads. Protect dependencies, avoid retry amplification, and understand timeout boundaries.
Engineering analysis — September 27, 2026. Based on the Spring AI milestone released September 25. An enterprise search application can accept every vector, return plausible results, and still be wrong. The dangerous case is not necessarily a malformed request. It is a successful import of vectors that belong to a Read more
AI agents need more than a model and tools. Learn how a runtime harness enforces limits, approvals and evidence, with a tested Java example.
Explore Java 27’s runtime defaults, post-quantum TLS and concurrency preview, with a practical upgrade checklist for Java and Spring teams.