Proof-of-Concept First (PoC First)

The principle of building the lightest-weight version of a system — such as a Claude artifact dashboard — to confirm you will actually use it before committing to a production-grade custom build.

Key points

  • Build a Claude artifact in 5 minutes rather than a full Trigger.dev / Modal deployment that takes days [src-013]
  • Success criterion: do you open it every day? If yes, invest in a production build. If not, you saved significant time [src-013]
  • "Don't waste time. Don't waste money investing into something that might not be proven yet." [src-013]
  • Applies to dashboards, automations, integrations — anything with uncertain utility [src-013]
  • A PoC artifact is "good enough to use but fragile" — it reveals real usage patterns that specs never capture [src-013]

Related entities

  • Claude Code — where artifact PoCs are built
  • Trigger Dev — the production-grade destination once the PoC is proven

Related concepts

Source references

  • [src-013] Nate Herk — "Build & Sell Claude Code Operating Systems (2+ Hour Course)" (2026-05-01)

Robin Cartier perspective

This page is part of Robin Cartier's working AI knowledge graph: a practical research layer for production AI, recommendation systems, experimentation, GEO, and agentic web readiness.

The useful next step is to connect this concept back to applied product leadership and operating models.

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