SERVICE / AI IN SOFTWARE DEVELOPMENT

AI in software development

Use AI as leverage, with responsibility and control to fit the task.

You have probably tried AI tools already, in the development team or elsewhere in the organisation. The question is where they are genuinely useful, how ways of working need to change and what applies to your code and your information.

Used well, developers can steer agents through larger units of work and put more effort into understanding the problem, design and review. We help you find the applications and make them work for you.

AI onboarding across the organisation

AI onboarding is less about tools and more about ways of working. We help you find out what is already in use, set ground rules for information and code, and choose where AI should go in first. Then we work with the people who will use it: guided first tasks, updated ways of working and a clear picture of what actually makes a difference before you scale up.

What AI can do in your work

We have used AI in development work from prototype to production, among other things to:

  • Understand, refactor and modernise existing code, including across programming languages.
  • Write tests and generate documentation that stays up to date.
  • Build prototypes and complete solutions.
  • Receive bug reports, gather logs and make a first analysis before a developer takes over.

In modernisation work, agents can carry out reviewed changes and hand them over as pull requests for the team's approval while the developers work on other things.

The right degree of autonomy

For well-defined tasks an agent can plan, implement and test on its own. In other settings, approved plans, human code review and mandatory checks are required before the next step. We design the process around your systems, risks and requirements for information handling and regulatory compliance, and around how the result can be verified.

Start with a concrete task

A first engagement can be to choose a use case, try the way of working and evaluate quality, time spent and the need for review. That gives you a basis for what to build on, before you invest in a complete solution.

NEXT STEP

Choose a first task

Do you have a use case in mind, or want to find one? A first conversation about how you work today is enough to get started.

Let's talk about AI in your development work hello@lindstromwangel.se

A conversation is a good start. No slide deck required.