> For the complete documentation index, see [llms.txt](https://docs.wayfound.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.wayfound.ai/sessions/suggestions.md).

# Suggestions

As you build and deploy AI agents, their interactions with users and workflows will scale beyond a level that humans can monitor on their own. To solve this challenge, Wayfound provides an automatic assessment of your AI agents using its AI Supervisor Agent, which continually monitors and evaluates your agents' interactions.  It provides you with insights about your agents, serving as your interface with AI agents at scale.

<div data-full-width="false"><figure><img src="/files/igUMD3QTa2UuL9EAaRLb" alt=""><figcaption></figcaption></figure></div>

### Suggestions components

**Suggested behaviors** are recommendations to improve the quality of an agent's interactions. These recommendations are written as prompts using principles from[Broken mention](broken://pages/SnCYl8B4ygcDHjhSoaj2#how-to-create-effective-behaviors). They can be leveraged as directives in the connected agent.

**Suggested knowledge** identifies gaps in knowledge that, when filled, can enhance the agent's performance. We recommend that you consider each gap and the possible sources of information that can be used to fill them.&#x20;

**Evidence‑backed and traceable.** Suggestions are drawn from the understanding the Wayfound Supervisor builds across many sessions, not a single transcript. Each suggestion links back to the sessions and observations that motivated it, so you can see *why* it's recommending a change before you act on it.


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# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.wayfound.ai/sessions/suggestions.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.