Software Development
AI Code Governance: The Complete Guide For CTOs
AI code governance is an engineering system, not a policy document: written rules, named owners and automated checks that decide how code written with…
Software Development
Testing AI applications: what a green test suite misses
A green test suite tells you the tests ran and their checks held. It does not tell you whether the checks were the right…
Software Development
How to choose an AI code audit company: 8 questions to ask
Most AI code audit companies describe themselves in the same words: senior engineers, an NDA, a clear roadmap. The difference shows when you ask…
Software Development
AI generated code security: which standards apply (OWASP and ISO 27001)
There is no separate security standard for AI-generated code. Code from an AI coding assistant, agent or AI app builder meets the same standards…
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…
Software Development
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…
Software Development
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…