01 / AI & AUTOMATION
Let the tools do the busywork.
Connecting engineering and business tools into AI workflows that keep people in control.
The problem
Useful context lives across development tools, support conversations and business systems. Collecting it manually is repetitive, and a summary without the right context can be misleading.
My approach
I connect LLMs to tools through explicit contracts, knowledge and scoped access. Engineering handoffs use evidence from the selected period, duplicate protection and a human review step before external delivery.
The result
Repeatable, reviewable workflows for daily engineering context. Automation takes over collection and preparation; a person decides what should be shared.
Engineering workflow
Another piece of the puzzleThe interface is just the beginning.