José Cabeda
Sevilha 2022

I'm José Cabeda, a data engineer focused on improving data systems and educating on how to use them. I also do a lot of planning and read as much as I can.

Start of Advent of Code | Readings

04 December 2023 | 2 minutes to read | newsletter

Web Dev Progress: 0% I still want to pick on this project whenever I have some free time. I’ve been listening to wheel of time only when…

Ducks and evidences | Readings

30 November 2023 | 1 minutes to read | newsletter

So, the meetup is scheduled for next month, on January 10. I’m doing a lot more work on the presentation and I’ve switched from superset to…

Tests checklist

21 November 2023 | 1 minutes to read | development agile checklists

https://unsplash.com/photos/person-writing-bucket-list-on-book-RLw-UC03Gwc This document will be a live document where I reflect and update…

Checklists

21 November 2023 | 2 minutes to read | development agile checklists

This document will be a live document where I reflect and update my most current view So, I’ve been one to be methodic in my practice and I…

Data Impostor blog idea | Readings

19 November 2023 | 2 minutes to read | newsletter

I’ve gotten an idea that I find kind of cool to write more on this blog. From time to time I feel a lot of Impostor syndrome so I think I’ll…

Streams, streams and streams | Readings

14 November 2023 | 2 minutes to read | newsletter

Taking a bit more attention to Kinesis I think it becomes very interesting to understand some of the insides of the stream world. Things…

Logseq, Impostor Syndrome | Readings

05 November 2023 | 3 minutes to read | newsletter

I’ve been able to move my personal thoughts and notes to Logseq instead of just using random notes + vs code. I can easily revert to the old…

Readings basically

28 October 2023 | 1 minutes to read | newsletter

Web Dev Progress: 10% This weeks has been all about ADR’s Funnily enough I saw this article appear on my feed 😅. Data Stream Progress: 2…

Lambdas and runs | Readings

23 October 2023 | 2 minutes to read | newsletter aws lambda

Web Dev Progress: 10% The delivery of a big initiative has brought a sense of productiveness. I’ll be grabbing the momentum with the hopes…

Meetup potential for data stream | Readings

07 October 2023 | 2 minutes to read | newsletter

Web Dev Progress: 5% Tipping a bit again into typescript I’m foreseeing a lot of code for the next 2 weeks. And specially with testing I’ve…

Data stream has started and small steps taken | Readings

01 October 2023 | 2 minutes to read |

Web Dev Progress: 5% I’ve coded little TS this week aside from the Data Stream project. It has been a lot of terraform and deployments…

First week of the semester | Readings

16 September 2023 | 2 minutes to read |

https://unsplash.com/photos/0ex_Wub2ZXM For this week I can start to do an update status by each subject. Web Dev Progress: 0% I’ve gotten a…

Omnivore & Semester | Readings

09 September 2023 | 1 minutes to read |

After listening to Python Bytes episode 349, I decided to give a try to omnivore. I really like the notion integration but sadly I think I…

Public transportation project | Readings

28 August 2023 | 1 minutes to read |

I would like to keep my interest in actually finishing the Spark book. However, I also got an idea to set up a bot to gather real-time data…

Cooking | Readings

21 August 2023 | 1 minutes to read |

I’ve taken this first week slowly. I’ve done a lot of cooking which has been fun. And I’ve been pretty happy as I’ve kept my life somewhat…

Return from vacations | Readings

16 August 2023 | 1 minutes to read |

I’ve spent more than one week without writing an update. Since then I’ve had the biggest vacations I had since I started working (almost…

Flutter? | Readings

08 July 2023 | 1 minutes to read |

The week has gone by and in terms of updates I haven’t gotten much. I still feel that I should be taking much more notes, on meetings during…

AWS certification | Readings

03 July 2023 | 1 minutes to read |

For this 2 weeks I was planning on picking the Flink book but got approval to do the AWS exam so I’ll be doing the Udemy course in…

Readings and quick side project | Readings

13 June 2023 | 1 minutes to read |

I’ve gotten a lot of reading done, almost finished with the backlog of articles and “Stream Processing with Apache Flink” is next on the…

POS, readings and rambles | Readings

13 June 2023 | 1 minutes to read |

I’ve gotten to do some small improvements to the mobile website. I’ve in the pipeline the addition of an admin page to administer the event…

Reflections | Readings

04 June 2023 | 1 minutes to read |

Funny the number of articles I’ve still got to read 😅 I’ve also focused on reading only when I’m able to take notes on https://strange…

Reflections | Readings

31 May 2023 | 2 minutes to read |

A month has passed since my last week’s review. A bit has happened since and I’ve gotten around to playing D&D with friends. It seems like…

Phoenix Project Book Review

24 May 2023 | 1 minutes to read |

s The book is an excellent read where I’ve had the opportunity to read about Parts Unlimited going through many pains to improve the IT…

Single-man data platform | Readings

30 April 2023 | 1 minutes to read |

The definition of what is important to build a data platform is a tricky one. At this point, I think there are some aspects related to how…

Week review | Readings

26 April 2023 | 1 minutes to read |

I’ve gotten one of the books I planned to read done and got started on “The Anatomy of the Swipe”. I’m also planning on how to set aside…

Writing and oh Readings

20 April 2023 | 1 minutes to read |

I’ve been pulling some ideas on what I should do next to improve myself. Doing talks, reading, and, writing about the data ecosystem are…

Lots of ideas, little time | Readings

12 April 2023 | 1 minutes to read |

I’ve been having a lot of long-term ideas which I’ve yet to grasp if they are important enough to change my short term plans. For now, I’m…

Moved from Pocket to Notion

31 March 2023 | 2 minutes to read |

I’ve decided to move my read-it-later list to Notion. Up until now, I’ve been a happy user of Pocket but I’m starting to feel a need for…

Small thoughts | Readings

27 March 2023 | 1 minutes to read |

This week I’ve taken to do a lot of reading but less on the technical side. It’s time to do a bit more implementing. I’m also keen that for…

Back to data | Readings

22 March 2023 | 1 minutes to read |

I’ve start the week on a new team and with that I got big plans on how to immerse myself and the company on a data-driven mindset. I’ve got…

New moves! | Readings

15 March 2023 | 1 minutes to read |

This week I’ve been a bit late on the reading update as I’ve gotten to move from pocket to notion, so a bit of reading to try and clean my…

Productivity on reading habits | Readings

06 March 2023 | 1 minutes to read |

For the past weeks, I’ve done a small change to how I keep reading up to date. I use RSS + Feeder reader (great app btw). However, something…

Rambling on data | Readings

24 February 2023 | 1 minutes to read |

I’ve tried to focus again on the data side. This means a bit more Python and looking, again, for how to integrate a data platform cheaply…

TIl 2023-02-13

13 February 2023 | 1 minutes to read |

George Orwell’s six rules of writing: Never use a metaphor, simile, or other figure of speech which you are used to seeing in print. Never…

Focus, python, and DuckDB | Readings

12 February 2023 | 1 minutes to read |

The funny thing about this week was that focusing indeed helped. I was trying to learn Rust to implement the genome project (which I might…

Typescript, debugging and focus | Readings

05 February 2023 | 1 minutes to read |

This week I’ve had to focus more on my debugging skills with Node + typescript. Currently doing lots of backend development and it’s…

TIl 2023-02-09

05 February 2023 | 1 minutes to read |

You can setup your git email per repo with

Visit to Lisbon | Readings

30 January 2023 | 1 minutes to read |

Done a lot of reading, and went to the Lisbon office to work for a couple of days but in terms of advancing on Rust I did exactly 0. So my…

TIL | 2023-01-27

27 January 2023 | 1 minutes to read |

Today I learned ADR’s are a great way to make decisions clear and to get async feedback Zoom optimized audio to high solves a lot of issues…

TIL | 2023-01-26

26 January 2023 | 1 minutes to read |

Today I learned Node 14 can work with npm 9 since 14.17 Jest mocks can be fun 😅 Basics of using lerna for monorepos Rust just release…

TIL | 2023-01-25

25 January 2023 | 1 minutes to read |

Today I learned Metabase can have a little issue on 0.45.1 converting a number from dynamodb (bigint when it should be a decimal) SQS FIFO…

Rust, Deno, and Genome | Readings

22 January 2023 | 1 minutes to read |

Funny how I thought I read so much but in terms of the material I’ve set for the readings I only got 4 articles. My reading list has grown…

Rusty progress | Readings

15 January 2023 | 1 minutes to read |

I’ve done a bit of progress on the Rust book this week. From the 20 chapters I’ve got 12 down (so 60% done 🧐📈). Focusing more on one…

Rust and side projects | Readings

08 January 2023 | 1 minutes to read |

The weekend has been pretty slow. I’ve been reading the rust book (only got 3 chapters down) and programmed a bit but I haven’t started to…

Talk, Christmas and next year | Readings

02 January 2023 | 3 minutes to read |

For the last couple of weeks, I’ve slowed down a bit and been reading a bit more high fantasy and enjoying the festivities. I’ve given the…

Talk, Advent of code & Rust | Readings

11 December 2022 | 1 minutes to read |

I’ve been a bit busy each day doing the challenges of Advent of code. Again, didn’t yet convince myself into doing them on Rust 😅. The…

Talk, blogging & rust | Readings

06 December 2022 | 1 minutes to read |

With the first week of December going I’ve started working on some of the stuff I set out to do. I’ve read the first couple of Rust chapters…

Uses

05 December 2022 | 1 minutes to read |

List of all my technologies, hardware, etc Hardware Laptop (work): Macbook Pro 2021 M1 💻 Personal computer: Graphics: Nvidia GTX 97…

Talk, blogging & rust | Readings

27 November 2022 | 1 minutes to read |

December is turning out to be a challenging one 😬. I’ve published the first article in some time (status updates don’t count). My goal is…

DuckDB VS Porto buses - A small case for a new OLAP engine

24 November 2022 | 5 minutes to read |

A new database, DuckDB, has seen a rise in popularity, in recent years. Other alternatives like Redshift are too expensive for many…

Status update | Readings

20 November 2022 | 1 minutes to read |

With the rise of Mastodon, I’ve gotten myself into publishing some small thoughts. Not sure how useful this might be as I tend to prefer RSS…

Slow weeks happen now and then | Readings

13 November 2022 | 1 minutes to read |

I’ve read quite a bit preparing the presentation. Although I’m still writing, rewriting, and doing the demo, I’ll start to look for meetups…

Layoffs and focusing efforts on talk | Readings

07 November 2022 | 1 minutes to read |

This week has been weird. A lot of layoffs in the tech sector… Funnily, the theme for the talk I was preparing might be becoming more and…

Status update

30 October 2022 | 1 minutes to read |

I’ve done a lot of reading but I’ll again be focusing on the talk I plan to prepare. I want to test some of the ideas I have but if I’m…

Status update

23 October 2022 | 1 minutes to read |

Gotten some progress on the statistics course and finnally caught with the to-read pile of articles. As I’ve been on vacations I didn’t do…

Status update

16 October 2022 | 1 minutes to read |

As I said I’ve slowly been working on the statistics course. It’s great to get to the basics again and I’m greatly enjoying how empowering…

Status update

09 October 2022 | 1 minutes to read |

I’ve taken a bit off for the past month. Nonetheless I’ve read the Streaming systems book (great one to complement Designing Data Intensive…

Status update

06 September 2022 | 1 minutes to read |

I’ve taken some time to study and add notes to my second brain. It has been an interesting way of studying which has left me with a thought…

Status update

26 August 2022 | 1 minutes to read |

Not much has happened this this week, I’ve gotten myself into using docsaurus to publish my second brain. You can change it here. I’ve found…

Status update

11 August 2022 | 1 minutes to read |

I’ve quickly gotten a prototype to generate my reading updates. The python script (repo) uses the Pocket API (had to move away from…

Reading Update

10 August 2022 | 2 minutes to read |

Since March there was a lot happening. I’ve moved from Talkdesk to a startup (Fidel API) to help bootstrap a data team and got to read a lot…

Workflow

31 March 2022 | 2 minutes to read |

This is a never finished, self-guide on how I organize my work and thoughts to be as productive as possible. The goal is to be able to do as…

Reading Update

20 March 2022 | 1 minutes to read |

I’ve gotten some interesting reading this week and, although I think I read quite a bit, I also think that my to read pile keeps increasing…

Reading Update

13 March 2022 | 1 minutes to read |

This has been a productive week, I’ve read a lot of articles and hope to start reading the book Database Internals Data Engineering What’s…

Reading Update

06 March 2022 | 1 minutes to read |

Data Engineering An Introduction to Modern Data Lake Storage Layers - A good comparison, using apache spark on how to create and run some…

Reading Update

27 February 2022 | 1 minutes to read |

This week I have read much more articles non-related to data engineering as I’ve been too busy to even start reading heavily on apache flink…

Reading Update

20 February 2022 | 1 minutes to read |

Data Engineering The new modern data stack Airbyte Airflow DBT - For the development of an ELT pipeline, the addition of airbyte to dbt and…

Reading Update

13 February 2022 | 1 minutes to read |

![Photo by Gwen King on Unsplash](./west end.jpeg) Data Engineering What I learned from the open source data stack conference 2021 - A good…

Reading Update

07 February 2022 | 1 minutes to read |

Hey! I’ve been a bit out but, nonetheless, I’ve been keeping up with news, while studying a bit on scala. Data Engineering Airflow, Prefect…

Pomodoro

27 January 2022 | 1 minutes to read |

I was looking into some old code I had written for Freecodecamp and found this little thing that from time to time I’ve come to use. Thought…

Reading Update | Hopes for 2022

21 December 2021 | 1 minutes to read |

2021 was an year where I got to fulfill some of my goals. I got a greater track of writing articles (most of them reading updates) and I got…

Reading Update | dbt speaker!

11 December 2021 | 1 minutes to read |

Well, on thursday I went through my first international talk at Coalesce where I’ve talked about dbt in a data mesh world (basically it’s…

Reading Update

01 December 2021 | 1 minutes to read |

Organization The Basecamp Guide to Internal Communication - for those working remotely these tips are very good for improving the quality of…

Reading Update

23 October 2021 | 2 minutes to read |

I’ve taken some time from writing my reading updates and I’d say some of the articles have gone into something I like to call knowledge…

Data Lineage with DBT for external tables

26 August 2021 | 2 minutes to read |

DBT is a great project but I’ve found myself in a kind of a situation. When we have a project that isn’t entirely in DBT how can we generate…

Reading Update

10 July 2021 | 1 minutes to read |

This week I’ve been pushing my scripty guy and tried to automate the lookout for vaccines in my country. Add some partial success and let’s…

Reading Update

25 June 2021 | 1 minutes to read |

I’ve gotten to watch a documentary related to night watch which I found quite nice which explain the image above 😅. Related to reading I’ve…

Reading Update

05 June 2021 | 1 minutes to read |

I’m going on vacations but before doing so decided to clean my to-read list. Kinda, I’m leaving most of what I found interesting below but…

Dreaming of better data processing

26 May 2021 | 1 minutes to read |

I’ve tried to summarize most of the ideas I have on better data processes. Of course many of them are simplified and up to debate but I…

Reading Update

26 May 2021 | 1 minutes to read |

I’m actually trying to write a bit more but in the meantime here goes another batch of reading 😅 Data Analysis https://tech.trivago.com…

Reading Update

09 May 2021 | 1 minutes to read |

I’ve been trying to read some books so I’ve taken a bit of a break reading article. But in the meantime I’ve found a good share related to…

Reading Update

03 April 2021 | 1 minutes to read |

This was a relative calm week. I’ve read a lot and coded less than I wanted. I’ll try to focus more on development and less in reading for…

Reading Update

28 March 2021 | 1 minutes to read |

This week I’ve been preping for three things. Read a book on Scala, writing about SQL VS code pipelines, and on how to create a new DBT…

Reading Update

20 March 2021 | 2 minutes to read |

Hi! I’ve gotten into reading most articles I had for the past weeks. I’m seeing more and more regarding streaming pipelines although I think…

Reading Update

14 March 2021 | 1 minutes to read |

This week I’ve gotten to read a lot on architecture. I’m still trying to reduce the articles on my pile and hopefully start an article of my…

Reading Update

07 March 2021 | 1 minutes to read |

Data visualization The creator of D3 writes a good summary of his last 10 years in 10 Years of Open-Source Visualization. Data Warehouse…

Reading Update

18 February 2021 | 1 minutes to read |

Hi there! I’ve gathered some articles and in the meanwhile I’ve been reading a bit about scala and also saving some papers for a “ligh read…

Reading Update

23 January 2021 | 1 minutes to read |

For the past weeks, I’ve found some interesting stories related to database migrations like Your legacy database is outgrowing itself and An…

Global view in a regional world

18 January 2021 | 2 minutes to read |

As a data engineer, my main goal is to create a single and complete source of truth. This has brought me into the cloud and the ELT…

This week interesting links

10 January 2021 | 1 minutes to read |

This week I’ve mainly focused on either data quality through examples like Great Expectation or on data modeling with the help of Airflow…

2020 review and beyond

03 January 2021 | 2 minutes to read |

Just like most people I know (and at least half the world) the pandemic took hold of a big chunk of my life. Fortunately, I was able to cope…

2019 Review and Beyond

02 January 2020 | 2 minutes to read |

2019 was a good and challenging year. Looking back at the article I wrote, it seems I’ve done more than I hoped (I’m a bit pessimistic at…

A perspective on Tech In Porto

20 June 2019 | 5 minutes to read |

A conference in Porto is a good conference :-p Intro Hi! I’ve attended Tech In Porto and I thought I’d write a brief summary of my…

Building Quizzer

26 May 2019 | 3 minutes to read |

A JSON-based quiz shuffler. Why build this? In a conversation with my brother he told of an event he was organizing which required that they…

Objectives for 2019

07 January 2019 | 1 minutes to read |

Hi there! I’m writing this article as a way of putting out there what I pretend to do this year. This is more for me than for whoever is…

Free Code Camp Calculator

18 June 2018 | 1 minutes to read |

To improve some of my knowledge of Frontend I took the FreeCodeCamp (FCC) course. It’s a fantastic way to starting making some projects if…

SSIS Naming Conventions

06 June 2018 | 1 minutes to read |

Hi folks! In the past month I’ve started doing a project in Business Intelligence. The work of defining the metrics and dimensions had…

Medium Articles

04 June 2018 | 1 minutes to read |

Previous posts I’ve written on medium: Organize. A proposal to control our life [A new Developer path] (https://mystudentvoices.com/a-new…

The Origin

04 June 2018 | 1 minutes to read |

I’ve tried and tried… I’ve lost count of the times I’ve tried to start my own blog. Last year I wrote some articles on Medium but I’ve…