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I didn’t have STEM background.
I didn’t know what pip install was.
Heck, I didn’t speak a word of English.
I grew up with my grandma in the rural part of Kyrgyzstan.
My first job was selling potatoes and onions on a sidewalk at a local bazar in Bishkek.
Now, I live in San Francisco.
Every day, I meet the smartest and the most Influential people in Tech.
My self-doubt and imposter syndrome have never been this high.
99% of the time, I am the dumbest person in the room.
This slowly was getting under my skin.
It was making me feel small and insignificant.
I wouldn’t ask questions because I didn’t want to sound foolish. This made me stuck in one place.
Until I realized, if I keep being quiet, I won’t ever grow and learn.
So now, the first thing I do when I wake up is leetcode problems.
I go to deeply technical meetups.
I make friends with excellent engineers and scientists.
And I am finally okay with looking like a fool and learning as much as I can. As fearlessly as I can.
This is a reminder, to never let your environment dictate how you should feel about yourself.
Instead use it as a source of inspiration to propel you forward.
#leetcode #adhd #datascience #motivation #inspiration #impostersyndrome
Meri Nova retweeted
I wrote an essay about why the next frontier for AI is the world outside the data center
Nature is a system more complex than anything we've ever created
AI can learn how the system fits together, so we can finally understand how to shape it
How?
naturalgeneralintelligence.a…
Meri Nova retweeted
I just released Beads, a drop-in cognitive upgrade for your coding agent of choice. github.com/steveyegge/beads
In a nutshell, it is a magical 4-dimensional graph-based git-backed fairy-dusted issue-tracker database, designed to let coding agents track all your work and never get lost again. Beads replaces that disgusting pile of half-eaten markdown files in your plans/ directory. You know you have one.
Install the Beads binary, tell your agent in AGENTS.md to stop using Markdown and run `bd quickstart`, and your agents will spontaneously get better at everything, particularly long-horizon planning and keeping track of newly discovered work.
If you are looking for a long-ass but occasionally funny article about how I discovered it while burning a 350k line code base to the ground: steve-yegge.medium.com/intro…
Or you can, you know, just start using it. It's MIT-licensed, written in Go, and super lightweight and portable. Let me know how you like it.
Enjoy!
Meri Nova retweeted
Claude Code: no evals
[well known code agent company]: no evals
[well known code agent company 2]: kinda halfassed evals
[leading vibe coding company]: no evals
[ceo of company selling you evals]: mmmmm yess all my top customers do evals, you should do evals
[vc's in love with ceo of evals company]: mmmmm yes all my top founders do evals, must do evals
(NOTE: i -do- also think that evals are impt, but the eval pilled ai engineers have also noticed that it is not a strict requirement for success and, at least for 0-to-1 stage, may even be anticorrelated, think thru why)
Trend I'm following: evals becoming a must-have skill for product builders and AI companies.
It's the first new hard skill in a long time that PMs/engineers/founders have had to learn to be successful. The last one was maybe SQL, and Excel?
A few examples:
@garrytan: "Evals are emerging as the real moat for AI startups."
@kevinweil: "Writing evals is going to become a core skill for product managers."
@mikeyk: "Writing evals is probably the most important thing right now."
@saranormous: "Evals = your new marketing."
@gdb: "Evals are surprisingly often all you need."
More to come.
I'd rather have a great team than a great product.
The latter will always follow if you have the right people.
Please, stop building RAG projects!
If you want to succeed as an AI engineer, focus on this instead:
- solve a real problem
- build a simple agent
- scrape the web
- retrieve your data
- call another API
- create custom evals
- implement guardrails
- have a human in a loop
- write tests before code
- ditch Streamlit, learn Typescript
And you are golden, baby.
#AIengineer
Meri Nova retweeted
Lovable is the fastest growing startup in Europe ever, $4m ARR in 4 weeks, this is how we did it:
//1
I probably shouldn't say this, but...
the largest AI startups are built by engineers, not MBA's.
If you want to become a founder, learn Python, not PowerPoint.
From rejected intern at Meta to $3M/ARR In 12 Months [All Bootstrapped]
Using only:
- Langchain
- Pinecone
- OpenAI
This is @yasser_elsaid_ 's story, a regular guy from Egypt.
I still can’t believe that:
- Hugging Face is free
- Python is free
- Google Collab is free
- PyTorch is freeÂ
- Kaggle is free
- VSCode is free
- Andrej Karpathy is free
- Andrew Ng is free
...
Aren't we the luckiest generation who gets to build the future of AI?
The next big wave of AI innovation won't come from better models.
It will come from better UX.
You do not need to be a Deep Learning Expert to build unique AI applications.
You need to experiment, build prototypes, fail fast, and fail forward.
Think about it...
The last AI headlines were made by:
- Claude's artifacts.
- Google's NotebookLM.
- ChatGPT's newest Canvas feature. (check it out if you haven't already)
All of them are variations of better user experience with pre-existing models.











