Omkar Khadamkar Work with me

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

What I'm learning in the open
Exploring

Letting an agent act alone

When should a security lead let an AI agent act without asking first, and how do they take that permission back?

For exampleThe agent has cut 200 infected laptops off the network correctly this quarter, and wrongly once. Should it do the next one alone, at 3 am, without waking anyone?
Permission, one action at a time
  1. Ask every timewhere every action starts
  2. Ask if unsureafter a good track record
  3. Act, then tella person reviews after
  4. Act alonefor this one action only

If its accuracy on that action drops, it steps back down and says why. Set separately for each action: isolate a laptop, block a site, reset a password.

Why it matters

Agents are fast, and asking a person every time makes them slow again. But a wrong automatic action stops someone's work, or worse. Today that trade-off is usually a hidden setting, not a decision anyone can see or review.

What I'm trying

What would show it works

Security leads who use the screen set permissions they don't later reverse, and can explain each one in a sentence.

Next step

Sketches of the track-record screen, then three conversations with SOC leads.

Related work

Nothing here is for sale until a page proves it.Next: When another AI asks your product