Omkar Khadamkar Work with me

Work in progress · updated 8 Oct 2026 · a hypothesis, not a finding

What I'm learning in the open
Hypothesis · prototype

An incident you can walk through

Does playing an incident, and making the people's calls yourself, build understanding faster than reading the same story?

Prototype · the afternoon from the home page, as a marble run · made up but typical

One afternoon · about two minutes · two calls are yours

37 emails arrive. Agents act in seconds. Twice, the run stops for a person to decide. That person is you.

When each step happened

AgentPeopleThe law1 s1 min1 h24 h
The record (empty until you start)

    What this can't show yet: your own incident or response steps, a team playing it together, a headset or a room, and whether it helps at all. That's what the test below is for.

    Why a marble run?Two earlier sketches I threw away, and the twenty ideas it was scored against, with the reasons.

    Why 3D here, and when not

    Most security data should stay flat: tables and charts read faster, and depth hides things (Tamara Munzner's rule of thumb is "no unjustified 3D"). Here the 3D carries no numbers. It does one job: it makes cause and effect physical, so a pearl falling through gates needs no legend. Everything you have to read, the screens, the evidence and the times, stays flat beside it.

    Three claims, one test

    "3D helps" is three different claims. A: it speeds up one person's triage. The weakest: in my NSX study (43 people), the grid beat a flat world map. B: a shared view helps a team hold one picture. Some support: 22 cyber cadets in pairs did better with 3D mixed reality than with 2D (Ask and colleagues, 2023). C: rehearsing it builds understanding faster. Untested; the nearest evidence is a memory study of 40 people (Krokos and colleagues, 2019). This page tests C only.

    Why it matters

    Teams rehearse incidents as tabletop exercises: a document and some discussion questions (CISA publishes free packages; the EU's DORA rules list scenario-based tests). Buyers of AI security tools ask a related question every week: which actions may the agent take alone? Both are questions about gates: who holds each one, and what happens when nobody does.

    What I'm trying

    What would show it works

    Ten people get the same afternoon: five as the home page's storyboard, five as this run. Four questions, timed: which steps the agent took alone, whose call kept the data inside, what a no at +19 minutes would have led to, and how long the law gave. The next day, the same four from memory. C holds only if the run group gets at least one more right the next day without taking longer. It's a convenience sample, and n gets printed.

    Next step

    Run the test. If C holds, let a team load its own response steps as gates: the version a buyer could use in a trial.

    Related work

    Nothing here is for sale until a page proves it.Next: Letting an agent act alone