OpenRecovery: Transforming addiction recovery with LangGraph Platform

LangGraph Platform — See how OpenRecovery built an AI assistant with LangGraph Cloud, LangGraph, and LangSmith to support users on their journey to addiction recovery. Using tools like LangGraph and LangSmith, and deploying the final application to LangGraph Platform, the OpenRecovery team has built a sophisticated mobile application that adapts to individual users’ recovery journey.

Agent or tool: LangChain
Topic: DevOps & Infra
Reported on: Blog (LangChain)
Added: 2026-11-11

Why it matters

Keeping servers and pipelines healthy is constant, detail-heavy work. Agents that can read logs and run routine fixes are a big help, as long as a person keeps an eye on what changes. It is one of 130 sightings filed under DevOps & Infra on Agent Sightings (number 80 by interest), and one of 25 involving LangChain.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into LangChain or any similar agent and adjust the details to your situation.

I want an agent to investigate and propose a fix, and to wait for approval before changing production. The tool in the source case was LangChain.

Saved

Tip: Try it first on a staging system or with read-only credentials, and require approval for anything that changes production.

Source

Read the original first-hand account on Blog (LangChain): https://langchain.com/blog/customers-openrecovery. Our summary is a paraphrase; details are in the source.

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