Conceptual diagram of a shared marketing team memory hub, with a central triangle and "Marketing team memory" label connected to clusters of user avatars and third-party app icons (Zoom, Slack, calendar, starburst badge) via dashed lines.

9 min read

How we built Agent Memory: goals, architecture, and engineering decisions

We designed a memory system optimized for institutional knowledge: the conventions that govern how tasks are done, emergencies are triaged, and data conflicts resolved.

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Guy Aglionby, Mark Saad, Manhal Daaboul

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9 min read

How we built Agent Memory: goals, architecture, and engineering decisions

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Guy Aglionby, Mark Saad, Manhal Daaboul

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6 min read

The living brain of the enterprise

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Matan-Paul Shetrit

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7 min read

The orchestration graph

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Matan-Paul Shetrit

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6 min read

Say hello to Action Agent

Waseem Alshikh

Waseem AlShikh

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6 min read

Everyone is a manager now

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Matan-Paul Shetrit

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14 min read

Model Context Protocol (MCP) security

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Muayad Ali, Director of Engineering

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10 min read

The incentives of model innovation

Waseem Alshikh

Waseem AlShikh

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10 min read

A breakdown of LLM agent types

Waseem Alshikh

Waseem AlShikh

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6 min read

Introducing self-evolving models

Waseem Alshikh

Waseem AlShikh

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21 min read

Vector database vs. graph database

Ksenia-Anske

Ksenia Anske

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11 min read

RAG vector database explained

Ksenia-Anske

Ksenia Anske

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4 min read

Introducing Writing in the Margins

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Writer Team

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6 min read

Introducing Writer AI Studio

Sam Julien

Sam Julien

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10 min read

Q&A with Knowledge Graphs

Waseem Alshikh

Waseem AlShikh

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10 min read

Insights from LLM Control Theory

Waseem Alshikh

Waseem AlShikh

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10 min read

Why we chose DPO over RHLF

Waseem Alshikh

Waseem AlShikh

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10 min read

LLMs: Skills, behaviors, and knowledge

Waseem Alshikh

Waseem AlShikh