The article argues that as AI tools make software creation faster and cheaper, traditional moats based on engineering talent are eroding. Real‑world, human‑generated data emerges as the primary sustainable competitive advantage for SaaS founders. The author illustrates this with Podscan, whose value lies in a curated, searchable archive of 50 million podcast transcripts. He advises companies to adopt API‑first designs and leverage unique metadata to cement their data moat.

The author shares six months of hands‑on experience using Claude Code to build a full‑stack SaaS platform, emphasizing that the tool’s real power lies in its configuration rather than raw code output. By connecting Claude to a live browser session...