deep agents Archive - Hey-GPT.de - Daily GenAI News Digest

This tutorial demonstrates how to build and deploy LangChain Deep Agents from local prototypes to production-ready cloud infrastructure using Runloop. It covers customizing agent environments, local testing, deployment with GitHub Actions, and agentic state persistence.

20. Dezember 2025

GenAI Updates Published

Building Enterprise AI Agents: LangChain Deep Agents + Runloop Tutorial

Building Enterprise AI Agents: From Prototype to Production If you’re curious about taking a LangChain…

Using an LLM to call tools in a loop is the simplest form of an agent. This architecture, however, can yield agents that are “shallow” and fail to plan and act over longer, more complex tasks. Applications like “Deep Research”, “Manus”, and “Claude Code” have gotten around this limitation by

11. November 2025

GenAI Updates

Deep Agents (LangChain.com)

Deep Agents: How LLMs Go From Shallow Helpers to Real Problem Solvers You’ve probably played…