Write a falsifiable acquisition hypothesis
For developer tools, test whether developers encountering friction during their daily build loop experience a costly enough problem when local setup takes multiple undocumented steps before a new developer can run a test to consider a bounded change. The decision owner hypothesis is an engineering lead protecting developer time, and a possible trigger is that new engineers repeatedly hit the same setup failure.
The current alternative, a README supplemented by messages to the original author, is the comparison point. Your experiment should discover whether the proposed workflow earns adoption despite switching effort. It should not treat a compliment about the product as proof of demand.
Run a bounded experiment
An example planning window is one week, but the buyer's availability and implementation needs determine the actual timing. Agree on a manageable number of conversations with the team running the test. That number is a planning choice, not an expected conversion rate.
| Stage | Action | Record |
|---|---|---|
| Prepare | Define the scope needed to run a documented setup path on a clean, supported development environment. | Inputs, access, owner, time boundary, and stop conditions. |
| Research | Use "developer onboarding" "local setup" and inspect the original source. | Source, date, observed problem, and unresolved questions. |
| Discover | Where did the last new contributor stop before their first passing test? | The actual workflow and cost of the current workaround. |
| Check feasibility | Which operating systems and existing tools must the solution support? | Confirmed requirements and unsupported needs. |
| Evaluate | Check whether a new contributor reaches a passing sample test without undocumented manual steps. | A verifiable event, a blocked attempt, or an explicit refusal. |
Set decision rules before reviewing results
A refusal, failed pilot, or invalid hypothesis can be a useful result. Preserve it. Do not replace inconvenient outcomes with a different success definition after the experiment finishes.
- Continue the pilot only when its critical dependency is resolved: a developer tool must work within existing security and build constraints.
- Stop pursuing a poor-fit account when it belongs to teams needing an unsupported language, operating system, or build environment.
- If the problem is not recognized in specific examples, revise the audience hypothesis.
- If the problem is recognized but implementation blocks the pilot, revise scope or capability assumptions.
- If the pilot runs, verify the value event: a new contributor reaches a passing sample test without undocumented manual steps.
- If value occurs but the buyer will not continue, investigate the recurring need and the proposed commercial terms.
Keep a learning record another person can review
Use the illustrative signal “Every new contributor spends a day debugging environment setup. Has anyone made this reproducible without maintaining a giant setup document?” to practice the distinction between evidence and inference before reviewing real records. By contrast, A repository receives stars without anyone describing usage or a problem. cannot establish the same buying intent.
Record what you planned, what actually happened, the source for each observation, and the decision you made. Keep invitations separate from replies and paid outcomes separate from expressed interest. DemandBolt's project and research workflows can hold the context while you decide the next experiment; the software does not guarantee that an experiment succeeds.
About these playbooks and examples
Prepared by DemandBolt with AI assistance as practical planning resources for people building and selling software. The category scenarios and message examples are illustrative, not quotations from real prospects or claims of customer results. Adapt the hypotheses to your product, verify original sources, and review capabilities before making an offer.
The workflow follows our first-customer guide and buying-signal review method. Our PyInvesting and Rae records distinguish actual internal work from targets. Published .