LLenny's Podcast
← All resources
book

Apple in China

By Patrick McGee

2 recommend/use · 2 sourced episodes

Every sourced reference

Short attributed excerpts only. Timestamps are approximate.

Related frameworks

Strategy4 steps

Build for Where the Models Are Going

Design products for the capability one to two years out, not today's model ceiling.

Read →
Productivity4 steps

Context-First Agent Debugging

When a coding agent won't do what you want, treat it as a missing-context problem, not a model problem.

Read →
Innovation6 steps

Error Analysis: Open Coding to Axial Coding to Count

Turn messy LLM logs into a prioritized list of failures before you write a single test.

Read →
Strategy3 steps

Eval Triage: Decide What Actually Deserves an Eval

After counting failures, route each one to a prompt fix, a code check, or an LLM judge — not all three.

Read →
Productivity3 steps

Hand the Toil to the Model First

Delegate the boring, repetitive parts of engineering to agents before anything else, and collapse the path to production.

Read →
Innovation4 steps

The Aligned Binary LLM-as-Judge

Build a one-failure, pass/fail judge and align it to a human with a confusion matrix before you trust it.

Read →
Leadership3 steps

The Benevolent Dictator Labeling Model

Appoint one trusted domain expert to own eval judgments instead of running it by committee.

Read →
Leadership4 steps

The Surgeon Management Model

Spend over half your time making your top 10% feel like a supported surgeon who can't be blocked.

Read →
Leadership4 steps

Two-Sided AI Adoption

Pair top-down executive buy-in with a bottom-up tiger team of excited power users.

Read →

People in these episodes

Related resources

Spot an error or want this page removed? Request a correction or removal.