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Practical write-ups on Java, Spring, React, AI tooling and the day-to-day work of shipping software.
Optimizing Database Performance in Spring Boot
Techniques for optimizing database performance, Hibernate, and JPA in Spring Boot enterprise solutions.
Securing Enterprise Java Applications
Best practices for securing enterprise Java applications and Spring Boot APIs against modern threats.
Legacy Java to Spring Boot Migration Strategy
A structured strategy for migrating legacy Java EE monolithic applications to modern Spring Boot.
Microservices Architecture with Spring Boot
Learn how to transition to a microservices architecture using Spring Boot for enterprise scalability.
Scaling Spring Boot Applications in Docker
Master containerization and scale your Spring Boot enterprise apps horizontally using Docker.
A safer way to find unused google cloud platform resources
A practical read-only workflow for identifying unused Google Cloud resources, connecting them to owners and costs, and approving cleanup without production risk.
When gemini file search fits internal assistants
A practical decision guide for teams choosing between hosted Gemini retrieval and a custom vector RAG stack for internal document assistants.
Why llm tools need distributed-systems design
LLM tool calling becomes dependable when teams treat each invocation as a distributed workflow step, not a completed action because a model…
Treat coding ai repositories as untrusted input
AI coding agents can read repository files as useful project context and as potentially hostile instructions. This playbook explains how to create…
Gemma 3 thinking: when Gemma 4 fits MI300X automations
A practical framework for evaluating self-hosted Gemma 4 on MI300X for internal Java and n8n tool-calling workflows, from capacity planning to fallbacks.