Spring AI : Advisors API
Once an AI feature moves beyond a demo, the model call is rarely the whole story. You need to log requests, restore conversation history, retrieve …
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Spring AI : Chat Memory
Large language models are stateless. Send two independent requests to a model, and the second request knows nothing about the first one. That is …
Spring AI : Structured Output
Chat models are great at producing prose, but most applications don’t want prose — they want a Java object, a List<String>, or a Map they …
Spring AI : Chat with LLMs
Calling an LLM is just an HTTP request. The trouble is that every provider has its own API, configuration, and response format. Spring AI handles that …
Don't Pollute Your Spring Boot Main EntryPoint Class
Most Spring Boot applications start with a beautifully boring main class. Then one day we need caching. We add @EnableCaching. Then we need async …
Before You Judge, Get Curious
A few years ago, I was working at a fintech company in Germany. Our business unit planned to build a new offering for customers in Germany and the UK. …
Feeling Left Behind in Tech? This Is Your 90-Day Comeback Plan
You’ve been working for years. You know your systems inside out. You’ve solved real problems, handled pressure, and delivered results. But …
Stepping into Crazy AI World
If you are feeling overwhelmed by the rapid pace of technological advancements, especially in the field of AI, know that you are not alone. The AI …
The Power of Value Objects
A Value Object is a domain concept defined by its values rather than by identity. For example, we can represent EventId, EventCode or Email as a value …