Practical Use Case Study Building a production multi-tenant SaaS architecture: The Briefable Rebuild Briefable faced significant multi-user security risks after building an initial prototype in a visual builder without multi-tenant SaaS architecture. Retrospective refactoring was estimated to require six weeks of complex effort, so the team executed a three-day rebuild using Claude Code. By establishing … Read more
Vibe coding captured headlines in early 2025, but unstructured prompting generates technical debt rather than viable software. Builder led development introduces architectural discipline, version control, and clear scope boundaries to AI-assisted software production. New Zealand SMEs can now deploy custom internal software and SaaS products without traditional agency overheads or developer hires. This paradigm shift … Read more
Snapsure demonstrates how a complete AI property inspection MVP can be built in a single development session using Lovable. The web application integrates photo capture, voice narration with AI transcription, automated condition classification, and PDF generation compliant with the NZ Residential Tenancies Act. By executing a builder led workflow, the project eliminated traditional agency software … Read more
