What tool actions and state transitions could a follow-up environment expose?
A generated environment can expose controlled follow-up actions with explicit preconditions, state transitions and resets, making agent behaviour observable beyond its final text.
A simulated environment could expose actions such as `read_obligation`, `read_policy`, `create_contact_draft`, `submit_contact`, `request_approval` and `record_outcome`. Each action should accept stable record identifiers and return a structured result rather than an unqualified success string.
For a contact action, useful fields include `case_id`, `recipient_id`, `channel`, `template_id`, `expected_version` and `idempotency_key`. The environment can check policy eligibility and record version before applying a transition from ready to submitted. A repeated request with the same idempotency key should follow the specified retry semantics, allowing evaluation of agents that recover from uncertain tool responses.
MirrorFirm could generate both valid actions and structured refusals, including stale state, missing authority and unavailable channels. Separate draft creation from submission when the buyer wants preparation and execution scored independently.
An episode reset should restore the record snapshot, action history, tool permissions and queued events. Evaluation hooks can capture the state before and after each accepted mutation. Exporting the action trace alongside the final state lets buyers determine whether an agent actually completed the permitted workflow or only described a plausible plan.
Evaluate executable decisions through tool results and persistent state rather than relying on an agent's account of what it did.
- Audience:
- Evaluation teams
- Content type:
- Integration
- Buyer question:
- What can be generated
Content release: r-a220eb6e099b243b
Related questions
- What policy material could accompany generated overdue records?
- What does business grounding mean when the delivered material is generated?
- Which fields make generated overdue records useful for temporal reasoning?
- Can generated tasks represent a response that arrives but does not resolve the request?
- What should a generated environment let an overdue-handling agent do?
- How can generated tool contracts prevent duplicate contact during retries?