Aziz Chebaane retweeted
La voz revela más de lo que imaginas 🧠 IA analiza patrones del habla para detectar señales tempranas de deterioro cognitivo. Con @Chebaane7 en T3chFest 10.
¡Voy a dar una charla en @T3chFest 10!
Exploramos cómo la inteligencia artificial puede ayudar en la detección del deterioro cognitivo a través del análisis de rasgos lingüísticos.
t3chfest.es/2025/programa/de…
Aziz Chebaane retweeted
How to improve API performance?
The diagram below shows 5 common tricks to improve API performance.
1. Pagination
This is a common optimization when the size of the result is large. The results are streaming back to the client to improve the service responsiveness.
2. Asynchronous Logging
Synchronous logging deals with the disk for every call and can slow down the system. Asynchronous logging sends logs to a lock-free buffer first and immediately returns. The logs will be flushed to the disk periodically. This significantly reduces the I/O overhead.
3. Caching
We can cache frequently accessed data into a cache. The client can query the cache first instead of visiting the database directly. If there is a cache miss, the client can query from the database. Caches like Redis store data in memory, so the data access is much faster than the database.
4. Payload Compression
The requests and responses can be compressed using gzip etc so that the transmitted data size is much smaller. This speeds up the upload and download.
5. Connection Pool
When accessing resources, we often need to load data from the database. Opening the closing db connections add significant overhead. So we should connect to the db via a pool of open connections. The connection pool is responsible for managing the connection lifecycle.
Over to you: What other tricks do you use to improve API performance?
–
Subscribe to our weekly newsletter to get a Free System Design PDF (158 pages): blog.bytebytego.com/
Aziz Chebaane retweeted
A survey of LLMs with a practical guide and evolutionary tree.
Number of LLMs from Meta = 7
Number of open source LLMs from Meta = 7
The architecture nomenclature for LLMs is somewhat confusing and unfortunate.
What's called "encoder only" actually has an encoder and a decoder (just not an auto-regressive decoder).
What's called "encoder-decoder" really means "encoder with auto-regressive decoder"
What's called "decoder only" really means "auto-regressive encoder-decoder"
github.com/Mooler0410/LLMsPr…
Aziz Chebaane retweeted
I believe we need open-source alternatives to ChatGPT for more transparency, inclusivity, accountability and distribution of power.
Excited to introduce HuggingChat, an open-source early prototype interface, powered by OpenAssistant, a model that was released a few weeks ago. – at Normandy Shores, FL
Aziz Chebaane retweeted
/1 How many API architecture styles do you know?
Architecture styles define how different components of an application programming interface (API) interact with one another.
Aziz Chebaane retweeted
DINOv2: open source vision system trained with Self-Supervised Learning.
Announced by Mark Zuckerberg this morning — today we're releasing DINOv2, the first method for training computer vision models that uses self-supervised learning to achieve results matching or exceeding industry standards.
More on this new work ➡️ bit.ly/3GQnIKf
Aziz Chebaane retweeted
i’d quit on the spot if I was informed all the backend spaghetti I’ve written over the years was being published online
Aziz Chebaane retweeted
"is_author_elon"
github.com/twitter/the-algor…
Aziz Chebaane retweeted
Twitter recommendation source code now available to all on GitHub
github.com/twitter/the-algor…
Aziz Chebaane retweeted
What and where to cache, a really good primer!
Pic: DesignGurus.org
Aziz Chebaane retweeted
How does foreign exchange in payments work?
If you like this, I’m doing a bigger breakdown of this in our newsletter: blog.bytebytego.com
Aziz Chebaane retweeted
working on a new medium article, Postgres vs MySQL with examples. We are going deep into the bowls of these DBMSs
Aziz Chebaane retweeted
What is CI/CD? How does it help us ship faster? Is it worth the hassle? In this video, we will talk about:
- How it works
- Some of the most popular tools
- Does it help us ship faster
- Trade-offs
Watch and subscribe here: lnkd.in/gNNfSnPs
































