Software Engineer
Software Engineer
This Spring AI RAG example builds a source-code index with a Spring AI vector store backed by PgVector. It deduplicates files, splits them into embedding-sized chunks, and returns grounded answers with file citations taken from retrieval metadata.
After two months of running AI code review on real pull requests, I found seven recurring limits: unverified fixes, weaker reviews on large PRs, anchoring on detailed specs, softer repeat passes, instruction overload, inconsistent rule enforcement, and missing intent. Research…
Spring AI is an application framework for AI engineering on the JVM. It lets you talk to large language models with the same fluent, dependency-injected style you already use for the web and the database. This is a beginner’s tour.…
If you think AI-driven development makes you faster – probably you’re using it in wrong way. Faster development with AI produces more problems than benefits. Quality needs time and your attention. I would like to focus you on problems related…
This information is provided for educational purposes only. Over the last weeks, I’ve been taking the Certified Ethical Hacker course, and there is a lot of practice that can be automated. The course provided information on how to automate reconnaissance…
This diary-tutorial hybrid tracks my first months with Google’s Agent Development Kit (ADK) — pure experience, insight sharing, AI agents examples, and nothing else. The ADK is Google’s open-source framework for designing, chaining, and shipping autonomous AI agents. If you…