Apollo-1

Quick answers

How does Apollo-1 enforce a policy?

A policy is a declared condition in the agent program, and the runtime evaluates it before an action is permitted. If a confirmation or approval is required, the action is not available until that condition holds. The language model cannot override the result because it never holds the decision.

Will Apollo-1 give the same answer twice?

Given the same established facts, program version and state, the symbolic rules and calculations produce the same outcome. Wording may differ because the language model expresses the result, but the decision, the figures and the actions taken do not.

What is in an execution trace?

Six groups of fields: the turn and program version that ran, what the agent understood and learned, the sources it read or wrote, the decisions it evaluated and any refusal, the capabilities it executed with its reply checks, and a plain-language account alongside the structured record.

How do I change what the agent does?

Edit the agent program, which is typed YAML declaring facts, capabilities, policies, calculations and connections. Describe the change in natural language in the Playground or edit through the CLI. Re-test against established cases and publish a version without requiring domain retraining.

Do I need to learn a symbolic language to build an agent?

No. Describe the task and its policies in plain language and a coding agent can author the program, run scenarios and revise from the trace. Your team still defines the rules, connects the systems and validates the behavior.