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How to Use Memory in Agent Builder

How to Use Memory in Agent Builder

By Jacob Talbot Agent Builder gets better the more you use it because it remembers your feedback. Every correction you make, preference you share, and

4 min read
New in Agent Builder: all new agent chat, file uploads + tool registry

New in Agent Builder: all new agent chat, file uploads + tool registry

Today, we're expanding what you can do with LangSmith Agent Builder. It’s an big update built around a simple idea: working with

4 min read
monday Service + LangSmith: Building a Code-First Evaluation Strategy from Day 1

monday Service + LangSmith: Building a Code-First Evaluation Strategy from Day 1

Learn how monday Service developed an eval-driven development framework for their customer-facing service agents.

Case Studies 8 min read
Improving Deep Agents with harness engineering

Improving Deep Agents with harness engineering

TLDR: Our coding agent went from Top 30 to Top 5 on Terminal Bench 2.0. We only changed the harness. Here’s our approach

8 min read
On Agent Frameworks and Agent Observability

On Agent Frameworks and Agent Observability

Every time LLMs get better, the same question comes back: "Do you still need an agent framework?" It's a fair question.

Harrison's In the Loop Series 4 min read
Tickets now available for Interrupt 2026

Join us for Interrupt: The Agent Conference

Interrupt - The Agent Conference by LangChain - is where builders come to learn what's actually working in production. This year, we'

1 min read
The two patterns by which agents connect sandboxes

The two patterns by which agents connect sandboxes

Thank you to Nuno Campos from Witan Labs, Tomas Beran and Mikayel Harutyunyan from E2B, Jonathan Wall from Runloop, and Ben Guo from Zo Computer

6 min read
LangSmith is Now Available in Google Cloud Marketplace

LangSmith is Now Available in Google Cloud Marketplace

Today, we're thrilled to announce that LangSmith, the agent engineering platform from LangChain, is available in Google Cloud Marketplace. Google Cloud customers can

4 min read
January 2026: LangChain Newsletter

January 2026: LangChain Newsletter

Read about the latest product updates, events, and content from the LangChain team

4 min read
Context Management for Deep Agents

Context Management for Deep Agents

By Chester Curme and Mason Daugherty As the addressable task length of AI agents continues to grow, effective context management becomes critical to prevent context

5 min read
Introducing Agent Builder templates

Deploy agents instantly with Agent Builder templates

Introducing the Agent Builder Template Library: a collection of ready-to-deploy agents for common tasks, equipped with the tools you already use.

agent builder 3 min read
Building Multi-Agent Apps

Building Multi-Agent Applications with Deep Agents

Breaking down complex tasks across specialized agents is one of the most effective approaches to building capable AI systems. In this post, we'll show you how to build multi-agent systems with Deep Agents.

deep agents 5 min read

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