Amartya Gaur
06Agent systems
← The index

Agent orchestration framework

A thousand support conversations an hour, on a state machine.

Made for
Newfold Digital
Years
2024 – 2026
Status
In production

A sticky state machine with a workflow registry, carrying the production support agents for Network Solutions and BigRock at roughly a thousand conversations an hour.

Sticky on its own would just be stuck. The safety is the second question — can whoever has this actually handle it? — asked of one team about one message.

The support bot that forgets

Say something vague, then the second one, then still failing, and then genuinely change the subject. Watch what each one does with both.

Fig. 1

in this order, ideally:
Decides every messagethe usual wayno transfers yet

    Nothing yet. Go on.

    Stays until it cannotthe way I build itno team yet

      Same messages. Calmer outcome.