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Is that a US-specific number? World Bank stats put the percentage of global population engaged in agriculture at ~26% in 2023

It's about right for any developed western country.

Because we import the agricultural products we consume from other countries?

No because mechanization has made farming require far fewer people than in times past. The US and many western countries export more than they import.

You may be thinking of cold brew, which is usually more expensive due to the higher coffee-to-water ratio. A standard ‘iced coffee’ at most coffee shops is espresso-based


This is not true.

A standard iced coffee is just regular brewed coffee that is then put in the fridge. (Which is different from cold brew which is brewed in the fridge.)

Absolutely not espresso-based.


Huh. I never drink cold coffee so I always assumed they were one and the same. Thanks for the correction.


I’ve had this happen on iOS too, usually when I switch away from the thread or the app before it progresses past the initial “Thinking…”.

But I’ve found that no matter the error - even if I disconnect from the internet entirely - I eventually get a push notification and opening up the thread a while later shows me the full response. (disclaimer: N=1)


Location: Singapore (SG)

Remote: Yes

Willing to relocate: No

Technologies: Python, TypeScript, LLMs, React, PostgreSQL, Redis, AWS, PyTorch, Rust, Vector Databases, GitHub Actions, JavaScript, Docker, AI Agents

Résumé/CV: https://penukonda.me/resume.pdf

Website: https://penukonda.me

Email: hireme@penukonda.me

Full Stack + AI Engineer. 4+ years building scalable AI systems, full-stack platforms, and high-reliability cloud infra at Hypotenuse AI (YC S20) as Lead SWE.

Strong focus on generative AI, LLMOps, site reliability, and developer velocity, with end-to-end ownership of engineering.

Seeking senior engineering roles in AI systems and infrastructure.

No visa required to work in Singapore.


What kinds of projects did you find Memray useful for? I work on a FastAPI app with a ton of API endpoints and the occasional memory leak. So far I’ve had a hard time using Memray (or any other profiler) to figure out which endpoints in particular might be causing the leak. Would love to hear from anyone who’s been in a similar spot before.


Mostly a complex scientific computing application. (sorry to not be more specific, but it was indeed not a webapp)


What do you mean by concurrent, switchable sessions? Googling those terms didn't show me anything that (in my limited knowledge) tmux has that Zellij doesn't


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