Sion Williams

@sionwilliams.com

Engineering Leader | Platform Builder

I like standards and the Open Knowledge Framework from Google addresses a real problem I've had of structuring data for agent consumption. First the standard, next the cool tools

Prime and Fork - this is a strategy I use when needing to complete multiple tasks on the same context (think a big project). The approach is simple - load all the info into context then fork once per task. This saves tokens and time from constantly re-priming new session. Obvious, but few do it.

1/ I've just discovered ScreenPipe. Beyond automating my repetitive tasks, I see real value in using this for product research for those willing to share their data

I think Anthropic's Model Context Protocol is the start of something big. It may even wipe out whole categories of SaaS businesses. I think the future will be a combination of workflow tools and AI

To those who say "we cant move too quickly, we work in a regulated environment" I say, those are only perceived barriers, they're not real, we deploy 90 times a week with 30 engineers.