Software Development

AI code audit report: what a good findings report looks like

A review of an AI-built product is only as useful as the code audit report it ends in. The report is the document a…

Leaked API keys in AI products: how they leak and how to fix them

Deleting a leaked API key from your code does not stop the key from working. A leaked key keeps working until you revoke it…

AI production readiness review: what it covers and who should do it

A production readiness review was designed for companies with a reliability team. Most AI-built products launch without one, which is why the review matters…

AI deployment checklist: release, monitor and roll back an AI-built app

Building an AI-built app and releasing it are two different jobs. AI tools shorten the first job. The second still needs a goal, an…

AI App Development Cost In 2026: Build vs Running costs

You have a working prototype built with AI and are about to set a launch date. Your budget covers the tool subscription and initial…

AI code review: why AI-generated code needs human review and how to do it

AI code review covers two jobs: an AI tool reviewing a code change, and a person reviewing code that an AI tool wrote. This…