---
title: "For developers: lessons from the Lab"
description: "There is no longer a developer portal with APIs and API keys. The SIMOSphere AI Lab shares technical insights as lessons learned and field reports."
canonical: "https://simo-online.com/en/developers"
---

# For developers: lessons from the Lab

There is no longer a developer portal with APIs and API keys. The SIMOSphere AI Lab shares technical insights as lessons learned and field reports.

Rendered version: https://simo-online.com/en/developers

## No more developer portal. Lessons from the Lab.

For developers

Until August 2026, this page offered APIs, specifications, and API keys. That area no longer exists: simosphereai.com is now the SIMOSphere AI Lab of SIMO GmbH, a testing ground, not a product.

leads to simosphereai.com

## Technology, assessed honestly.

What you will find in the Lab

Field reports

What we have tested: the starting question, feasibility, usability, and lessons learned, anonymized and organized by topic.

Lessons learned

Short assessments of topics that come up in almost every AI project, such as integration via MCP or orchestrating several language models.

Feasibility

How the Lab checks data access, permissions, infrastructure, and process value before an AI investment, and what you have at the end.

For AI agents

What simo-online.com offers in machine-readable form is described in llms.txt: the directory, Markdown versions of every page, and the agent endpoints.

## You are still in the right place if

You don’t want to connect an API; you want to bring order to a data landscape. We advise on which systems stay, which are switched off, and which rules apply along the way. That is the work this site is about.