Knowledge base

Engineering articles by topic

You can browse all topics in English. Article content is currently available in Polish and clearly marked with language badges.

All listed articles are currently published in Polish.

Topic sections

Modern JVM engineering, performance and architecture decisions.

AI workflows, backend automation and modern Python stack choices.

Security, scaling and architecture for business-critical Django stacks.

Database performance, indexing and AI use cases with pgvector.

Legacy modernization and migration strategy in the JVM ecosystem.

Applied AI implementations: chatbot UX, legal constraints, and production architecture.