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engineering · 1 min read

Agent State Machines: Beyond Loops

When agent loops are not enough, state machines give you predictable, auditable agents. Here is the pattern Bhogar AI uses.

BABhogar AI TeamProduct & Engineering

Pure agent loops are flexible and unpredictable. Production agents for sensitive workflows benefit from explicit state machines: bounded transitions, auditable history.

Why it matters

The state machine becomes the contract between your agent and the rest of the system, with each state having defined entry/exit policies.

How Bhogar AI approaches it

Bhogar AI ships an agent state-machine primitive alongside the loop primitive. You can mix both in one agent - loops within states, state machine across them.

  • State-machine primitive in agent canvas
  • Bounded transitions and entry/exit policies
  • Per-state observability
  • Mixable with loops
  • Audit-friendly history

What you get

Sensitive agent workflows ship with the predictability and audit trail compliance teams require.

See Bhogar on your own data

Book a 45-minute working session. We connect one of your sources, build one agent, run one governed workflow, and review the trace together.