The VIBECIO reading roomAgents with authority
An agent that recommends a purchase and an agent that completes one create different obligations. This reading guide follows the distance between a useful answer and a permitted action: what the model knows, what the system allows, and who can reconstruct the result.
Separate the decision from permission
An application can receive a valid model response without receiving permission to act on it. Decide which checks belong in ordinary software: account ownership, spending limits, eligible destinations, and approvals. Keep those checks outside the model’s discretion. A model update should not quietly become a change in commercial authority.
Understand what the protocol actually supplies
A common tool interface helps applications connect to capabilities. It does not, by itself, define your commercial policy. A payment protocol addresses a different part of the transaction. Evaluate each component against the responsibility it actually takes, then assign ownership for the gaps between them. Integration diagrams should make those gaps visible.
Make uncertainty operational
A probability is useful only if the application has a tested response to it. Compare confidence with outcomes on representative cases, including cases the system should decline. Define what goes to review, what waits, and what fails safely. When a workflow crosses organizations, preserve enough identity and transaction evidence to resolve disagreement without asking a model to narrate what probably happened.
Questions for discussion
- Whose authority does the agent exercise?
- Which actions remain impossible even when a model recommends them?
- Can a disputed transaction be reconstructed from system records?
Reading list
- The agent can pay. The mandate is the hard part.
Follow identity, purchasing authority, payment retries, and reconciliation.
- Jev skips the conversation.
Examine the shift from conversational outputs to decisions embedded in software.
- Who verifies the verifier?
Distinguish a convincing account of success from evidence of success.