Explore
Start with a practical question. Understand the platform, constraints, and existing approaches.
What this produces
A scoped question and an explicit set of assumptions.
Inside the sandbox
A method for the unknown.
The sandbox makes room for uncertainty, but the work still needs a structure. A clear question, a bounded test, and an honest record turn an experiment into something useful.
Prototype
Build the smallest implementation that can test the idea. Keep the experiment isolated and reversible.
What this produces
A focused proof of concept, with its limits recorded.
Test
Try ordinary use, edge cases, and failure conditions. Include accessibility and privacy from the start.
What this produces
A repeatable test procedure and recorded observations.
Evaluate
Compare evidence with the original question. Separate measured results from interpretation.
What this produces
Tradeoffs, limitations, and a decision about the next step.
Document
Explain what was tried, what happened, and what remains uncertain. Make the work understandable.
What this produces
A concise record of setup, findings, and open questions.
Iterate
Refine the question, try another approach, or stop. An idea that does not work can still produce useful knowledge.
What this produces
A revised experiment or a documented stopping point.
Keep the evidence honest.
Proposed tests, observations, and interpretations belong in separate parts of the record. A plausible design is not a working prototype. A working prototype is not evidence that a system is ready for general use.
Record the setup and limitations alongside any result. Include accessibility, privacy, and failure behavior in the test boundary. If a question cannot be answered with the available evidence, leave it open.
The concepts published here use this structure to make intended work reviewable before an implementation begins.