pol-probe

A Proof of Life probe is a lightweight, disposable experiment designed to validate a narrow hypothesis and reveal harsh truths before building production software. It uses falsifiable success criteria to quickly determine if an idea is viable.

To choose the right prototype flavor for validation, map your hypothesis type to the cheapest test method, such as using task friction tests for usability or synthetic data simulations for feasibility. This ensures you validate assumptions without unnecessary development overhead.

To document a validation probe using this framework, fill in the hypothesis, the risk being eliminated, prototype type, success criteria, tools or stack, timeline, and disposal plan. This structure ensures all critical validation parameters are explicitly defined before testing begins.

This validation approach is suitable for pre-MVP decision making where you need to test feasibility, task friction, narrative stakeholder buy-in, synthetic data simulations, or vibe-coded workflows. It is not intended for building production-grade software features.

You should not use a Proof of Life probe when you need to build production-grade software or long-term features, as it is designed as a lightweight, disposable experiment with an intentional deletion plan. It is strictly for pre-MVP decision making and risk reduction.