Open Internet by MindsNet

Maintaining Internal LLM Tooling

The author spent three months building internal LLM tooling, only to find it difficult to maintain. Every small change became a lengthy process, and the system became complex and fragile. The team struggled with versioning, deployment, and testing, ultimately leading to a regression in production.

Computing & Technology, Computer Science, Machine Learning