Omkar Khadamkar Work with me

Work in progress · updated 30 Sep 2026 · notes, not conclusions

What I'm learning in the open
Exploring · future add-on

When another AI asks your product

When the user of your security product is another AI, what does a good answer look like?

For exampleA developer's coding agent asks your product: "Is this cloud storage bucket exposed?" There's no screen. The answer has to carry the verdict, the evidence and the safe next step, in words another agent can act on.
An answer shaped for another AI
  1. A coding agentasks: is this bucket exposed?
  2. Your productanswers with no screen
  3. The answerfour slots, always in this order
  1. Verdict exposed
  2. Evidence a public link, 3 files
  3. Confidence rule-based, not a guess
  4. Safe next step make it private

Why it matters

More questions to security products will come from agents inside developers' tools. A vague or over-confident answer there gets acted on automatically. The words, severity and evidence need the same care as a screen.

What I'm trying

What would show it works

A published task-success count on the made-up vendor. Once that page exists, this becomes an add-on to the pilot.

Next step

Write the three tool descriptions and run the first 20 prompts.

Related work

Nothing here is for sale until a page proves it.Next: Analyst Circle