ArticleEngineering
Designing budgets for autonomous agents
Reserve-then-settle ledgers, per-run ceilings, graceful degradation and idempotency - the four mechanics that make autonomy financially safe.
Aug 3, 2026 · 5 min read
How the platform is built: budgets, isolation, idempotency and agent-grade APIs.
Reserve-then-settle ledgers, per-run ceilings, graceful degradation and idempotency - the four mechanics that make autonomy financially safe.
Budget caps are only real if something is checked before the money leaves. Inside the ledger and the degradation ladder.
The hosted MCP server: one config entry, the whole catalog, the same budget guardrails.
Open a free workspace and the playbook library is waiting - describe the outcome and the agents carry it end to end, with 1,000 trial credits on us.