We are building an end to end platform using an IDP (Internal Developer Platform) as the main component. We will be using Backstage but also use Port and Compass as options. This solution is in the cloud and provides the most cutting edge hardware for faster build times and overall experience. We are targeting Software Engineers and Machine Learning Engineers as the star of the show and who we support. We would love to know your pain points and things that distract you from doing great work.

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What differentiates your offering from GitHub actions or Azure DevOps?

I think there is an opportunity to improve things when a build fails. The traditional approach is here are some logs and some line numbers where errors and warnings appear. A few things that would be useful:

Use AI to tell me something intelligent about what failed and why. Maybe even save me some time and provide an internet source with more info. Even more bonus if you tell a team how to fix it. (Like Dependabot does on Github)

It is also nice to know old vs. new warnings. This is especially true with an older code base. We all want that no warnings build but that is a hard lift for a legacy code base.

Thank you for responding.

Our two primary CI/CD Platforms are GitHub and GitLab. We may support Azure DevOps in the future but for now this is our focus.

We have our own custom build of vscode that we integrated custom plugins and extensions and it has a custom private AI Platform on the back-end that runs scheduled tasks and on-demand tasks.

We found out that we can't compete with CoPilot so our main focus is doing things for the developer that CoPilot was not programmed to do.

In your case we would create a custom task that would check if a build passed or failed and then grab the logs and send them to our private AI instance for analysis.

Our main focus is to support software developers by building custom tooling and vscode plugins to make life easier. For example we have many scaffolding tools made with cookiecutter and vscode plugins.

We also have many vscode plugins that analyze commits and do several reports on who did what and why using AI.

To answer your question, what sets us apart is that our job is to make your life easier and automate as much as possible. So our team is constantly looking for ways to improve the developer experience.

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