Web & application engineering
TypeScript · React · Next.js · Node.js · Python · accessible HTML and CSS. Choose frameworks based on product requirements and team capabilities.
Data & integration
PostgreSQL · SQL · REST APIs · event-driven integration · reporting. Define data contracts, ownership and recovery rules before connecting systems.
Mobile experiences
React Native · Flutter · Kotlin · Swift. Evaluate device features, offline behavior, accessibility and release management.
Cloud & delivery
Linux · Docker · Git · CI/CD · monitoring. Plan environments, deployment controls, least-privilege access and backups alongside application development.
AI with evaluation
Model APIs, retrieval and workflow automation can support defined business tasks. Privacy, output quality, operating cost and human oversight guide implementation.