Goal
Reduce recurring manual friction, improve feedback during development and identify practical uses for AI with clear limits.
How we worked
Across recurring working sessions, we reviewed workflows, built small prototypes, demonstrated them with the team and decided what to pursue next. We looked at testing, assisted review, access to system information and clearer checks and rules in the repository.
What changed
A fast testing layer moved into regular use. AI-assisted prototypes produced useful review feedback and answered operational questions in demonstrations. The team selected nearer-term quality priorities and deferred options likely to create more noise than value.