Santiago Profile picture
Apr 26, 2021 21 tweets 7 min read Read on X
20 quotes that I use as inspiration to change my life.

Print them out. Keep them close. Read them frequently. Reflect on them and the wisdom behind every word.

Let's start:

Humans are allergic to change. They love to say, "We've always done it this way." I try to fight that. That's why I have a clock on my wall that runs counterclockwise.

— Grace Hopper
With engineering, I view this year's failure as next year's opportunity to try it again.

Failures are not something to be avoided. You want to have them happen as quickly as you can so you can make progress rapidly.

— Gordon Moore
People think that computer science is the art of geniuses, but the actual reality is the opposite, just many people doing things that build on each other, like a wall of mini stones.

— Donald Knuth
Don't rest on your laurels. There's always going to be someone behind you who's going to be better than you. So you need to get out there and keep working.

— Sheila Johnson
Any fool can write code that a computer can understand. Good programmers write code that humans can understand.

— Martin Fowler
Love what you do and do what you love. Doing something new and different requires a level of drive and passion that is really hard to fake. When your heart is behind what you are doing, so much is possible.

— Tracy Sun
If you're not failing 90% of the time, then you're probably not working on sufficiently challenging problems.

— Alan Kay
"Nothing in life is to be feared, it is only to be understood. Now is the time to understand more, so that we may fear less."

— Marie Curie
It is better to do the right problem the wrong way than the wrong problem the right way.

— Richard Hamming
Dream small dreams. If you make them too big, you get overwhelmed and you don't do anything. If you make small goals and accomplish them, it gives you the confidence to go on to higher goals.

— John H. Johnson
Debugging is twice as hard as writing the code in the first place. Therefore, if you write the code as cleverly as possible, you are, by definition, not smart enough to debug it.

— Brian Kernighan
There is no recipe, there is no one way to do things — there is only your way. And if you can recognize that in yourself and accept and appreciate that in others, you can make magic.

— Ara Katz
Imagination is more important than knowledge. For knowledge is limited, whereas imagination embraces the entire world, stimulating progress, giving birth to evolution.

— Albert Einstein
Simplicity is about subtracting the obvious and adding the meaningful.

— John Maeda
If you wake up deciding what you want to give versus what you're going to get, you become a more successful person. In other words, if you want to make money, you have to help someone else make money.

— Russell Simmons
It's hard enough to find an error in your code when you're looking for it; it's even harder when you've assumed your code is error-free.

— Steve McConnell
I have not failed. I've just found 10,000 ways that won’t work.

— Thomas Edison
I always did something I was a little not ready to do. I think that's how you grow. When there's that moment of "Wow, I'm not really sure I can do this," and you push through those moments, that's when you have a breakthrough.

— Marissa Mayer
Technology is nothing. What's important is that you have a faith in people, that they're basically good and smart, and if you give them tools, they'll do wonderful things with them.

— Steve Jobs
You can do anything you want to, but you have to work at it.

— Annie Easley

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Santiago

Santiago Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @svpino

Jun 6
Bye-bye, virtual assistants! Here is the most useful agent of 2025.

An agent with access to your Gmail, Calendar, and Drive, and the ability to do things for you is pretty mind-blowing.

I asked it to read my emails and reply to every cold outreach message.

My mind is blown!
AI Secretary and the folks @genspark_ai will start printing money!

You can try this out here:

Check their announcement video and you'll see some of the crazy things it can do for you. genspark.ai
The first obvious way I've been using AI Secretary:

100x better email search.

For example, I just asked it to "show me the last 3 emails asking for an invoice for the Machine Learning School cohort."

I also asked it to label every "email containing feedback about the cohort."
Read 6 tweets
Jun 5
You can now have a literal army of coding interns working for you while you sleep!

Remote Agent is now generally available. This is how we all get to experience what AI is really about.

Here is what you need to know:
Remote Agent is a coding agent based on @augmentcode. They were gracious enough to partner with me on this post.

Remote Agent:

• Runs in the cloud
• Works autonomously
• Can handle small tasks from your backlog

Here is a link to try it out: fnf.dev/4jobOrw
If you have a list of things you've always wanted to solve, let an agent do them:

• Refactor code and ensure tests still run
• Find and fix bugs
• Close open tickets from your backlog
• Update documentation
• Write tests for untested code
Read 5 tweets
Jun 4
Knowledge graphs are infinitely better than vector search for building the memory of AI agents.

With five lines of code, you can build a knowledge graph with your data.

When you see the results, you'll never go back to vector-mediocrity-land.

Here is a quick video:
Cognee is open-source and outperforms any basic vector search approach in terms of retrieval relevance.

• Easy to use
• Reduces hallucinations (by a ton!)
• Open-source

Here is a link to the repository: github.com/topoteretes/co…Image
Here is the paper explaining how Cognee works and achieves these results:

arxiv.org/abs/2505.24478Image
Read 4 tweets
May 26
Cursor, WindSurf, and Copilot suck with Jupyter notebooks. They are great when you are writing regular code, but notebooks are a different monster.

Vincent is an extension fine-tuned to work with notebooks.

10x better than the other tools!

Here is a quick video:
You can try Vincent for free. Here is a link to the extension:



It works with any of the VSCode forks, including Cursor and Windsurf. The free plan will give you enough to test it out.marketplace.visualstudio.com/items?itemName…
The extension will feel familiar to you:

• You can use it with any of the major models (GPT-X, Gemini, Claude)
• It has an option to Chat and Edit with the model
• It has an Agent mode to make changes to the notebook autonomously

But the killer feature is the Report View.
Read 4 tweets
May 19
I added a Knowledge Graph to Cursor using MCP.

You gotta see this working!

Knowledge graphs are a game-changer for AI Agents, and this is one example of how you can take advantage of them.

How this works:

1. Cursor connects to Graphiti's MCP Server. Graphiti is a very popular open-source Knowledge Graph library for AI agents.

2. Graphiti connects to Neo4j running locally.

Now, every time I interact with Cursor, the information is synthesized and stored in the knowledge graph. In short, Cursor now "remembers" everything about our project.

Huge!

Here is the video I recorded.
To get this working on your computer, follow the instructions on this link:

github.com/getzep/graphit…

Something super cool about using Graphiti's MCP server:

You can use one model to develop the requirements and a completely different model to implement the code. This is a huge plus because you could use the stronger model at each stage.

Also, Graphiti supports custom entities, which you can use when running the MCP server.

You can use these custom entities to structure and recall domain-specific information, which will tenfold the accuracy of your results.

Here is an example of what these look like:

github.com/getzep/graphit…
By the way, knowledge graphs for agents are a big thing.

A few ridiculous and eye-opening benchmarks comparing an AI Agent using knowledge graphs with state-of-the-art methods:

• 94.8% accuracy versus 93.4% in the Deep Memory Retrieval (DMR) benchmark.

• 71.2% accuracy versus 60.2% on conversations simulating real-world enterprise use cases.

• 2.58s of latency versus 28.9s.

• 38.4% improvement in temporal reasoning.

You'll find these benchmarks in this paper: fnf.dev/3CLQjBKImage
Read 4 tweets
Apr 30
Improve your LLM-based applications by 200%:

Build an LLM-as-a-Judge evaluator and integrate it with your system.

This sounds harder than it is.

Here is how to do it and the things you need to keep in mind:

1/11 Image
(LLM-as-a-judge is one of the topics I teach in my cohort. The next iteration starts next week. You can join at .)

LLM-as-a-Judge is a technique that uses an LLM to evaluate the quality of the outputs from your application.

2/11ml.school
There are three specific scenarios you can test with a judge:

1. Choose the best of 2 answers (pairwise comparison)

2. Assess specific qualities of an answer (reference-free)

3. Evaluate the answer based on additional context (reference-based)

3/11 Image
Read 11 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us!

:(