The Playbook
Eighteen patterns for working with AI so it compounds instead of resetting every session. Where things live, how to write context, when to hand work off.
Read the playbookEvery leap in productivity came from better coordination.
Now the work is coordinating people and AI. Capability Lab helps professionals and organizations team up with AI: what’s working, taught plainly, and packaged so you can use it today.
Find out whether you’re teaming up with AI or just using it, and get a specific place to start.
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The Library
Prompts, guides, and 125 design systems, each built for one job and written so a person or an agent can pick it up. 130 things you can use today.
Browse the libraryThe Newsletter
One email a week on what’s working. New capabilities land here first, along with what I learned teaching them.
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Darren Buckner runs the lab.
Techstars alum. Software used by 1M+ people. 20+ years shipping. Now teaching people and teams to work with AI.
Bring it to your team.
Workshops and training that get a whole team working with AI the same way: shared context, shared standards, real work. Half a day to a few weeks, depending on where you’re starting.
How it works