Tag: API integration

A webhook can arrive twice, and an external API might stop responding. How to design automation that can handle such situations.

Code generation does not replace system understanding. Debugging, data contracts, and solution validation are skills worth developing.

Modernization does not always require replacing the entire system. It's important to first organize data access, responsibilities, and integration boundaries.

Product recommendations require quality data and predictable error handling. When to introduce personalization and when to start with simpler rules.

A knowledge assistant needs organized sources, access control, and updates. Simply adding a language model does not solve the search problem.