A practical testing structure for Java and Spring Boot: pure unit tests, focused service tests, web slices, repository integration and fewer mocks that merely replay the implementation.
How SSR, client-side rendering, prerendering and cached routes fit real Nuxt products, from public acquisition pages and catalogues to authenticated dashboards and browser-heavy tools.
A technical guide to Nuxt server routes, runtime configuration, API contracts, authentication and avoiding secrets or server-only dependencies in browser bundles.
How to give Codex useful repository context, shape bounded tasks, review its evidence and keep responsibility for architecture, security and production behaviour with the engineering team.
A production-oriented guide to synchronous Responses API calls and asynchronous Batch API workloads, including boundaries, JSONL input, correlation, partial failure and operational handling.
How Nuxt build modes, Vercel deployments, functions, environment variables, data locality and observability shape a production application after the first successful deploy.
A practical PostgreSQL guide to relational modelling, constraints, indexes, transactions, EXPLAIN and keeping persistence behaviour visible in application code.
A practical guide to functional dependencies, update anomalies, first through third normal form, join tables, historical facts and deliberate denormalisation in PostgreSQL applications.
A practical guide to building GitHub Actions workflows with useful feedback, narrow permissions, deliberate caching, durable artifacts and safer deployment boundaries.
A feature that needs shipping, an ageing service that needs attention, or a deployment that has become harder than the code. Talk to us about your problems.