klim كنغ ليم

software wrangler, entrepreneur, husband, dad, and follower of the Risen One.

[Nathan Calvin @_NathanCalvin]

One Tuesday night, as my wife and I sat down for dinner, a sheriff’s deputy knocked on the door to serve me a subpoena from OpenAI.

I held back on talking about it because I didn't want to distract from SB 53, but Newsom just signed the bill so... here's what happened:
🧵

[klim كنغ ليم @lionkeng]

Open source deep research with @pydantic 's pydantic-ai framework.
https://t.co/KshTMBdqS1

[klim كنغ ليم @lionkeng]

@browser_use @shawn_pana @reagan_hsu Make an app that given a URL to the home page of a website, it will perform a comprehensive exploratory QA testing on all the pages on the website and report failures with screenshots and capture output from the dev console.

[klim كنغ ليم @lionkeng]

@konstipaulus Thank you for open sourcing this! I learned a lot from it and wrote up an explainer based on your implementation. https://t.co/gviBodJQsu

[klim كنغ ليم @lionkeng]

@jasonzhou1993 So many people asking for the prompt... maybe start here with the docs? https://t.co/qEog8mLJNH

[klim كنغ ليم @lionkeng]

@bclavie You can give Claude some code examples?

https://t.co/Pktm2zjOy5

[klim كنغ ليم @lionkeng]

I just published Learn DSPy: From Basics to Production-Ready AI https://t.co/liz8V9xPE0 #DSPy #MCP

[klim كنغ ليم @lionkeng]

@henrythe9ths Lean AI Playbook

[Henry Shi @henrythe9ths]

It's finally here - the Official Lean AI Company Playbook 1000+ founders, investors and execs have been flooding my DMs about.

Ever since I created the Official Lean AI Leaderboard after exiting my $150M annual revenue startup, founders from across the globe have asked me this one question:

"How are these lean AI companies generating millions with tiny teams?"

So I spent the last 3 months obsessively tracking and collaborating with 30+ lean AI-native founders, researching the answer.

Here's what I discovered:

They've built operational systems that multiply human capability.

Instead of scaling headcount, they've created AI-powered processes that let small teams operate at unprecedented scale.

And their secret goes far beyond the specific AI tools they use.

It lies in redesigning their entire company operations around a fundamentally different approach to growth and execution.

After countless conversations, interviews, and behind-the-scenes exclusive access, I finally documented the exact playbook with complete systems.

This comprehensive playbook includes:
• A complete breakdown of the tech stack and operational workflows
• The organizational design principles that enable tiny teams to do massive work
• Critical inflection points where things break (and how to navigate them)
• A detailed 6-month implementation plan for starting your own lean AI company (with weekly actions)
• Implementation best practices from dozens of successful lean AI-native companies

Want the ultimate Lean AI Playbook or help transforming your Lean AI operations? 👇

• Like and Share this post
• Comment "Lean AI Playbook"
• Follow me (so I can DM you)

---------------

PS: Separately, I'm opening a limited number of high-impact advising slots for serious founders and operators who want to work directly with me—beyond just consuming my content.

If you're ready to transform how your company operates using AI, DM me. (Please note: these are paid spots due to limited availability and time atm)

[klim كنغ ليم @lionkeng]

@grok which IDE has the most flexibility for choosing models for vibe coding?

[klim كنغ ليم @lionkeng]

@n_sri_laasya @Experian @Plaid @n_sri_laasya wow! Would love access and see how it works. Thanks

[klim كنغ ليم @lionkeng]

@lulumeservey @TheGasStovee Total power move?

[phil 🫠 @_philpl]

📒 check out our docs: https://t.co/cxFn9ukvD2
🐙 repo: https://t.co/O6wS5DfrkP

[klim كنغ ليم @lionkeng]

nor do they seem to have the integrity on delivering on their said promise on their website to provide fair business practices to the U.S. market. #CustomerExperience #airlines #airline

[klim كنغ ليم @lionkeng]

For a world renowned airline, @qatarairways has questionable business practices and terrible customer support. I booked my tickets to fly with them months in advance. On the day of my travel, they changed my itinerary.

[klim كنغ ليم @lionkeng]

My credit card statement clearly shows @qatarairways is the recipient of the payment. I have written in several times and it has been over a month and a half and have received no response. There is neither common decency and

[klim كنغ ليم @lionkeng]

Just got my ticket for #nextjsconf by @vercel, claim yours!

Let's make the Web. Faster.

https://t.co/PSZVfOe7qD

[klim كنغ ليم @lionkeng]

https://t.co/yzmiMwCE0L #rustlang #Rust