---
title: "Agent accuracy in production | Webinar | SurrealDB"
description: "Most agents have a memory now. Far fewer are accurate - able to answer correctly, stay right as things change, and show where each fact came from. Agent accuracy is the gap between a memory layer that simply exists and one you'd trust in production."
url: https://surrealdb.com/events/agent-accuracy-in-production
---

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Tuesday, August 11 at 6:00 PM GMT+1

Webinar

# Agent accuracy in production

Most agents have a memory now. Far fewer are accurate - able to answer correctly, stay right as things change, and show where each fact came from. Agent accuracy is the gap between a memory layer that simply exists and one you'd trust in production.

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## About this webinar

Most agents have a memory now. Far fewer are accurate - able to answer correctly, stay right as things change, and show where each fact came from. The whole field is circling this: Anthropic pulled vector search from Claude Code, "forgetting" became a design goal, and OWASP added memory poisoning to its 2026 agentic top ten. Agent accuracy is the gap between a memory layer that simply exists and one you'd trust in production.

In this webinar, Tobie Morgan Hitchcock (Co-Founder & CEO, SurrealDB) breaks agent accuracy into four properties you can actually build and measure - precise recall that fuses signals instead of betting on embeddings, correction that supersedes rather than overwrites, provenance on every fact, and the knowledge-graph structure that keeps retrieval exact. Anchored in one production scenario, end to end - with the benchmarks behind the claims.

Speakers

![Tobie Morgan Hitchcock](https://cdn.surrealdb.com/s7vk573o0so0h9oskin2ei9f.auto)

Tobie Morgan Hitchcock

Co-Founder & CEO at SurrealDB

## In this session you'll learn

What "agent accuracy" actually means - and why present and accurate are two different problems.

The four properties that make memory accurate: recall, correction, provenance, and structure.

How to measure whether your own memory layer is accurate, or just present.

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