A few years back, my employer paid for all middle-management to get a full "360 feedback" process done - an external consultancy came in with a bespoke platform to let us send feedback questionnaires to lots of people we worked with, and after they'd made sure nothing identifiable was in there, they created a report on strengths/weaknesses... in the end, it was useful, but also time-consuming and expensive, so we never did it again.

Feedback to Me is my attempt to automate much of that process using LLMs (in this case, Gemini): they extract themes from your feedback, ensure it's all anonymous, and then use a big reasoning model to bring it all together into feedback you can hopefully use.

The code base is open-source (<https://github.com/AndreasThinks/feedback-to-me>) and mostly built on the very cool FastHTML framework - that means if your employer wants to run something similar, it should be easy enough to run this on your own cloud environment.

In the meantime though, I hope it's vaguely useful to others! Feedback very welcome - you'll need to register to try the full process, but feel free to use guerilla mail or equivalent if you just want to give it a go.