“His channel is awesome if you want to learn about about AI”
Andrej Karpathy's YouTube channel
By Andrej Karpathy
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Related frameworks
Alpha Co-Creation Loop
Pick the users who are already pushing the boundary, build with them in a shared channel, ship only when they're thrilled.
Friction Logging
Adopt a specific user's identity, walk your own product end-to-end, and log every point of friction.
Group UX Review and Walking the Store
Taste the soup together — experience the product as a group, log issues live, then debate each one.
Hire for Autonomy: References, Real Work, and Default Trust
You'll be in none of the decisions that matter — so hire people you can hand autonomy to, and verify via references.
Internal Tools as a Product (The Crying Octopus)
Run your dev-productivity team like a product team: monthly surveys, hard metrics, and one-click paper cuts.
Ship Fast Without Breaking Money
Reject the reliability/velocity trade-off: automated gauntlet, ramped exposure, and remediations ahead of roadmap.
The Engineer-cation
Leaders clear 3-4 days, join a team as an IC, ship one small feature to production, and log the friction.
The Inverted W Planning Process
Teams propose, leaders synthesise, teams adjust, leaders resynthesise, orgs distribute with context.
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