heejayishere

𝗖𝗿𝗲𝗮𝘁𝗼𝗿

[Andrej Karpathy @karpathy]

It is hard to communicate how much programming has changed due to AI in the last 2 months: not gradually and over time in the "progress as usual" way, but specifically this last December. There are a number of asterisks but imo coding agents basically didn’t work before December and basically work since - the models have significantly higher quality, long-term coherence and tenacity and they can power through large and long tasks, well past enough that it is extremely disruptive to the default programming workflow.

Just to give an example, over the weekend I was building a local video analysis dashboard for the cameras of my home so I wrote: “Here is the local IP and username/password of my DGX Spark. Log in, set up ssh keys, set up vLLM, download and bench Qwen3-VL, set up a server endpoint to inference videos, a basic web ui dashboard, test everything, set it up with systemd, record memory notes for yourself and write up a markdown report for me”. The agent went off for ~30 minutes, ran into multiple issues, researched solutions online, resolved them one by one, wrote the code, tested it, debugged it, set up the services, and came back with the report and it was just done. I didn’t touch anything. All of this could easily have been a weekend project just 3 months ago but today it’s something you kick off and forget about for 30 minutes.

As a result, programming is becoming unrecognizable. You’re not typing computer code into an editor like the way things were since computers were invented, that era is over. You're spinning up AI agents, giving them tasks *in English* and managing and reviewing their work in parallel. The biggest prize is in figuring out how you can keep ascending the layers of abstraction to set up long-running orchestrator Claws with all of the right tools, memory and instructions that productively manage multiple parallel Code instances for you. The leverage achievable via top tier "agentic engineering" feels very high right now.

It’s not perfect, it needs high-level direction, judgement, taste, oversight, iteration and hints and ideas. It works a lot better in some scenarios than others (e.g. especially for tasks that are well-specified and where you can verify/test functionality). The key is to build intuition to decompose the task just right to hand off the parts that work and help out around the edges. But imo, this is nowhere near "business as usual" time in software.

[Andrea Montini @AndreaMontini]

Stunning UI visuals in seconds.

Cut design exploration time by 80% using new GPT-4o image gen.

My secret process revealed:

1 – Choose 2 images references

[heejayishere @heejayishere]

#広島市
Archives of the view of Hiroshima(広島市).

[Andrej Karpathy @karpathy]

https://t.co/3CR1HXfFxb

[Jay Yang @Jayyanginspires]

Co-founder and CEO of Stripe's advice to ambitious young people:

[heejayishere @heejayishere]

@rohukrs @rohufilms @_buildspace haha you look much happier! Congrats!!🥳

[heejayishere @heejayishere]

@kirnkido @nonce_community Have a great day Kaido😉

[heejayishere @heejayishere]

@_HollywoodCole I believe you will be 🔥🔥

[heejayishere @heejayishere]

@_HollywoodCole Congrats🔥🔥🔥🔥🔥

[heejayishere @heejayishere]

@0xChristina Congrats🔥

[hollywood cole. @_HollywoodCole]

how i produced “wheelie” by latto and 21 savage.

[heejayishere @heejayishere]

@STTSM86 @Riffappxyz @_Xattan_ We also feature your playlist on Lenster feed & Oohlala main page🫶

[heejayishere @heejayishere]

@EdKeziah gm!!

[Jah Talks Music @JahTalksMusic]

Isaiah Rashad & SZA is a perfect duo

[heejayishere @heejayishere]

@steph_guerrero The child's eyes resemble emeralds

[heejayishere @heejayishere]

@mikadokoko Gymnopedie No. 1 is one of my favorite

[heejayishere @heejayishere]

@YoshiroMare 🔥

[heejayishere @heejayishere]

Damn FIRE 🔥🔥🔥🔥🔥

[hollywood cole. @_HollywoodCole]

how i produced “lay wit ya” by isaiah rashad and duke deuce.

[heejayishere @heejayishere]

@YoshiroMare @oohlala_xyz @LensProtocol Oh my gosh. Diva is one of my favorite VST plugins. Many K-pop songs have also been produced with Diva.
I don't know why, but every time I hear a dope sound from music NFTs, I always wonder how the sound was created. Haha! Thanks for letting me know! 🔥