The Phase Where the AI Builds the Product
2 min readHow to make AI-built products feel fast, clear, and trustworthy—even when the backend can’t be instant.
5 min readHow QA keeps AI-first projects honest, stable, and aligned with the original intent after every epic.
4 min readHow to use tests to keep AI-generated code stable as it grows, and the two main ways to weave testing into your workflow.
4 min readWhy passing tests are not enough, and how to use code smell scans to keep fast AI-generated codebases healthy over time.
3 min readHow to weave cybersecurity and compliance checks into your AI-first workflow without turning your product into an unusable fortress.
3 min readAn optional role that finds vulnerabilities fast—without automatically turning your product into a locked-down UX disaster.
3 min read