Cover Image for Context Engineering Myths: What Actually Works in Production

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Mem0 is an intelligent, open-source memory layer designed for LLMs and AI agents to provide long-term, personalized, and context-aware interactions across sessions.

https://mem0.ai/

Hosted By

AI

Context Engineering Myths: What Actually Works in Production

Name: Context Engineering Myths: What Actually Works in Production
Start: 2026-02-10T17:30:00.000-05:00
End: 2026-02-10T18:50:00.000-05:00
Location: Martin Trust Center for MIT Entrepreneurship

Mem0

Martin Trust Center for MIT Entrepreneurship

Cambridge, Massachusetts

Past Event

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About Event

Most AI systems struggle with context management in production.

In this talk, we'll explore common misconceptions in context engineering and what actually works at scale. We'll cover why popular approaches often fail, architectural patterns that perform in real deployments, and the engineering tradeoffs that matter. We'll also share how we've approached these challenges at Mem0.

We will include an extended Q&A for technical discussions, so bring your hardest problems.

Food and drinks provided to all attendees.

Schedule:

5:30-5:40pm: Intro and context engineering landscape
5:40-5:55pm: Common myths and what actually works in production
5:55-6:10pm: Mem0's approach to context engineering
6:10-6:50pm: Open Q&A and networking

Location