Memory Mesh for AI Agent Swarms: The Complete Operator and Buyer Guide

TL;DR

• Memory Mesh is a shared, attestable memory layer for AI agent swarms that lets multiple agents read, write, resolve conflicts, and prove what was known at a given point in time instead of passing fragile context strings between sessions.
• The primary reader is operators and architects building multi-agent systems that need reliable shared context over time. The primary decision is whether to keep using improvised context handoffs or invest in shared memory that can be governed, attested, and reused.
• The failure mode to watch is agents appear collaborative in demos, but shared context silently degrades, conflicts, or becomes unverifiable under production pressure.
• This page uses the definitional authority lens so the topic can be evaluated as infrastructure instead of marketing language.