pol-probe-advisor

A Proof of Life (PoL) probe is a lightweight validation method used in product management to test a hypothesis quickly. It maps your defined risk to one of five probe flavors, ensuring fast, targeted validation without overbuilding.

To choose the right PoL probe, input your hypothesis, identified risk, timeline, and available resources. The decision framework matches these factors to the cheapest, most informative probe flavor and outputs a ready-to-use artifact plan.

Use hypothesis testing probes during early validation when you have limited resources and a defined risk. PoL probes isolate testable variables to prevent validation theater, whereas an MVP is built later once core viability is already confirmed.

Yes, the PoL probe framework is designed for early validation with limited resources and tight timelines. It requires these exact inputs to recommend a probe flavor that provides the cheapest, most informative validation path for your specific context.

To avoid validation theater, refine your hypothesis to isolate testable variables before probing. The PoL probe framework provides guidance on narrowing your hypothesis so your risk assessment and subsequent validation efforts remain targeted and measurable.