Temporal

Patterns this framework supports natively

• ★★ Agent Resumption — Persist agent execution state so a long-running run survives restarts, deploys, or user disconnects.
• ★★ Compensating Action — Pair every irreversible-looking agent action with a compensating action that can undo or counteract it.
• ★★ Circuit Breaker — Stop calling a failing dependency for a cooldown period after error rates exceed a threshold.
• ★★ Step Budget — Cap the number of tool calls or loop iterations the agent is allowed within a single request.
• ★★ Decision Log — Persist the agent's reasoning trace alongside its actions so post-hoc review can explain why.
• ★★ Provenance Ledger — Log every agent decision and state change with enough metadata to explain or reverse it later.