Top Python Libraries

Top Python Libraries

Karp’s AI Coding: 3x Efficiency

Boost AI coding efficiency with Karp’s 3 proven tactics: pick the model, refactor workflow, split human vs machine

Meng Li's avatar
Meng Li
Dec 31, 2025
∙ Paid

“Top Python Libraries” Publication 400 Subscriptions 20% Discount Offer Link.


AI Coding is undeniably hot right now, but how can you use it most efficiently?

This practical guide to Coding Agents—which was even retweeted and recommended by big names like Andrej Karpathy and OpenAI President Greg Brockman—teaches you three tricks to deliver results quickly.

The author of this hands-on guide is Peter Steinberger, a veteran Swift developer who’s deeply immersed in AI-driven development. He’s also a heavy user of AI Coding and has written many blog posts sharing real-world experience.

To summarize today’s AI Coding guide briefly: First, choose the right model based on task type; second, refactor your workflow to speed things up; and third, clarify the division of labor between human and machine.

Peter not only shares his own model configuration but also includes some practical tips at the end~

User's avatar

Continue reading this post for free, courtesy of Meng Li.

Or purchase a paid subscription.
© 2026 Meng Li · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture