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The Delinea Software Factory: Building Software with AI

Published February 2026
Read time 1 minute
What you will learn
Inside the Delinea Software Factory: a new approach to building software with AI using agent-driven execution, scenario-based validation, and digital twin systems—where validation replaces code review.

Last summer, we launched the Delinea AI Lab with a simple premise: how best to maximize building software with AI. This led us to some interesting discoveries on how to operate in this new world and the creation of what we call the Software Factory.

Humans define intent: what the system should do, the scenarios it needs to handle, the constraints that matter. After that, the agents take it from there. They generate code, validate it against real-world behavior, and iterate until it converges, without hand-tuning or human review.

The factory is powered by scenario-based validation, a Digital Twin Universe of systems like Okta and Slack, and agents that run end-to-end once the work is fully specified. It’s what happens when validation replaces code review.

The result is a system that gets better by iterating against reality. This system runs real scenarios, validates real behavior, and corrects itself without humans in the loop.

See it to believe it: https://factory.strongdm.ai/


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