Taranjeet Singh
Co-founder & CEO, Mem0 · Building the memory layer for AI
Co-founder & CEO, Mem0 · Building the memory layer for AI
Area of Expertise
Taranjeet Singh
Agent memory
Agent memory
Large Language Models (LLM)
Large Language Models (LLM)
AI infrastructure
AI infrastructure
ABOUT THE AUTHOR
February 26, 2026
Taranjeet leads Mem0 — the memory layer now used by Y Combinator startups, Fortune 500 AI teams, and 50,000+ developers shipping agents to production. His work centers on a question most LLM teams hit but few solve well: how do you give an agent durable, structured memory without ballooning context windows or sacrificing latency? His writing focuses on the practical architecture of memory-augmented agents — the tradeoffs between long context and retrieval, fact extraction at scale, schema design for episodic memory, and why benchmarks like LoCoMo and MemGPT often show such different results in lab vs production environments. He has spoken on these themes at the AI Engineer Summit, LangChain's Interrupt, and other developer conferences.
Taranjeet leads Mem0 — the memory layer now used by Y Combinator startups, Fortune 500 AI teams, and 50,000+ developers shipping agents to production. His work centers on a question most LLM teams hit but few solve well: how do you give an agent durable, structured memory without ballooning context windows or sacrificing latency? His writing focuses on the practical architecture of memory-augmented agents — the tradeoffs between long context and retrieval, fact extraction at scale, schema design for episodic memory, and why benchmarks like LoCoMo and MemGPT often show such different results in lab vs production environments. He has spoken on these themes at the AI Engineer Summit, LangChain's Interrupt, and other developer conferences.
Recent articles
Agent Mode AI For Secure Signup & Identity Authentication
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Product
Agent Mode AI For Secure Signup & Identity Authentication
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Product
Introducing Temporal Reasoning in Mem0
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Product
Introducing Temporal Reasoning in Mem0
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Product
Introducing Memory Decay in Mem0
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Product
Introducing Memory Decay in Mem0
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Product
What Is Agentic RAG? How It Works and When to Use It
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Miscellaneous
What Is Agentic RAG? How It Works and When to Use It
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Miscellaneous
Short-Term Memory for AI Agents: What, Why, and How?
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Engineering
Short-Term Memory for AI Agents: What, Why, and How?
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Engineering
Reducing Hallucinations in LLMs with Grounded Memory
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Miscellaneous
Reducing Hallucinations in LLMs with Grounded Memory
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Miscellaneous
Short-Term vs Long-Term AI Memory: Engineer's Guide (2026)
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Miscellaneous
Short-Term vs Long-Term AI Memory: Engineer's Guide (2026)
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Miscellaneous
Add Persistent Memory to Claude Code with Mem0 (5-Minute Setup)
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Engineering
Add Persistent Memory to Claude Code with Mem0 (5-Minute Setup)
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Engineering