Arounded — understand what's around you.
A free environmental data map for tracking wildfire smoke, air quality, heat, and nearby facilities over time — without turning uncertainty into false certainty. Pattern over point-in-time. Sources visible, not hidden. Built on public data, free to use.
Pattern over point-in-time. Context over scores.
Arounded helps people see environmental context the way they actually need it: not just a single number right now, but what has been happening around the places they care about. Wildfire smoke patterns, air quality day to day, nearby facilities and infrastructure — shown as patterns, not alerts.
Most environmental data tools give you a single score right now. Arounded gives you a different kind of information: what has been happening, where that data comes from, and what the data can and can't tell you.
Arounded is the same design problem as Coverage Insight — how do you present complex, incomplete information to people who need to make real decisions, without giving them false confidence or overwhelming them with raw data? The domain is environmental signals instead of ATT&CK coverage, but the tension is identical.
Building Arounded gave me control over the full stack — UX, data sourcing, copy, methodology — to test data transparency patterns in a domain I understood end-to-end. Those patterns directly informed how I approached source visibility and honest uncertainty in my professional work.