Deisbel (Sr. Software Developer) @deisbel
Sr. Full-Stack Developer for 20+ years. Cloud, DB, AI, and learning new things are my passions. Every week I share experiences, tips, and how-to-do twitter.com/deisbel FL, USA Joined June 2009-
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Deploying your websites using Pipelines is no longer a privilege for the backend people! This is an example of a CI/CD pipeline deploying an Angular Website, explained step by step. In this case, I'm using an Azure Static Website (at the end, an App Service) designed for…
I haven't noticed this before, but we have a new tool in town: Load testing for Azure AppServices. I will test this feature and let you all know the results.
CI/CD Pipelines and DevOps sound obscure and scary. But after reading this post, you will be ready to build your first pipeline. You only need to respond to 4 simple questions and create steps or actions for them: 1- What Code repository and branch contains your project's…
Keeping your Service healthy will set you apart from your competitors. Take the initiative; don’t wait for crash reports to react. These are 7 strategies to keep your Services up and running. 1- Check hardware metrics on your hosting platform 2- Create Reports where you can…
This is one of the most common but underrated questions in Tech interviews. How to secure Web APIs? Never omit these 7 details in your answer: 1- Keep your platform up to date. 2- Secure folder permissions. 3- Use Firewalls. 4- Use HTTPS. 5- Use secure access and enforce…
Pipelines for continuous integration and deployment (CI/CD) are improving daily. However, selecting the right tasks and steps is often a headache because the documentation is confusing and ambiguous. Here you have 3 pieces of advice when dealing with DevOps: 1- Always create a…
Big companies, producing millions of data records daily, must break traditional rules. The Relational databases paradigm, once upon a time the champion, is no longer an option. Imagine Amazon creating a report about the Best Seller products each month in the last two years.…
Imagine a customer doing a bank transfer: She extracts money from one account and deposits it into another. Imagine the transfer failed, then she checks her accounts, and the money is not in any of them. Imagine you were the developer, and you got fired! A simple TRANSACTION…
Everybody wants to build fantastic software and architectures. But how? The unique answer is: Making sure to meet the Five Easy To: Easy to Develop (Always go simple) Easy to Change (Agility) Easy to Test (Testable) Easy to Deploy Easy to Scale You only need to ask yourself:…
Developers hate the final phase of projects. Me too! You need to polish your application and prepare it for the final delivery. There are my final 7 steps to guarantee success. 1- Checking each TODO or technical debt. - If you no longer need it, then remove it. - If you can…
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@deisbel I got tired of debugging yaml pipelines and use @nukebuildnet instead. It generates the yaml for me.
@deisbel The funny thing is dev ops still think they own the pipeline when really it is a dev tool. I use them to run quality checks, auto promote across envs, post notifications to channels of updates, publish .md docs from the repos to docrot stores and more.
Building services are pretty common in modern application development. I try to follow some basic rules while creating a service: [1] The service should own both the reads and writes for their owned data [2] Services should avoid duplicating code and features. Use shared…
My full, 1-hour tutorial on how to build a RAG application from scratch. Python + @LangChainAI + @OpenAI
@RaulJuncoV Yes...true. That's why I feel the scope of a shared library is quite important. Typically, I've seen general-purpose shared libraries that pack a lot of miscellaneous stuff become a lot more challenging to maintain. Second, if a shared library is an independent functionality,…
How to build a complete RAG application without writing a single line of code. Langflow is impressive. It’s open-source, and it’s one of the best tools that I’ve tested so far (and I’ve tested a bunch!). Here is a step-by-step guide: youtu.be/RWo4GDTZIsE
That's always a good reminder, especially on Sundays. Never let a bad moment of 5 minutes ruin the rest of your day. It isn't worth it.
Queues are at the core of modern Software. A simple introduction to Queues. At the heart of queues lies the First-In-First-Out (FIFO) principle. Similar to people waiting at a ticket counter — the first person in line is the first to get service. • Enqueue: Add an element to…
I'll be at Google I/O in a couple of weeks. Can't wait to meet some of you there and see what Google is working on up close.
How does a Rate Limiter work? The basic premise of a rate limiter is quite simple. On a high level, you count the number of requests sent by a particular user, an IP address, or even a geographic location. If the count exceeds the allowable limit, you disallow the request.…
If System Design topics like this interest you, consider subscribing to my free newsletter where I go deep into these topics. Join 9200+ readers: newsletter.systemdesigncodex.com
How can Kafka be scaled so it can handle 1+ trillion daily messages? PayPal runs 1.5K brokers worldwide and hosts over 20K topics. A recent post on their engineering blog explains how they did it: 1. Cluster Management: Instead of having fixed addresses for their brokers,…
Here is an alternative to free, low-quality education: I teach the best Machine Learning Engineering program on the internet. Hands down. It's not even close. My class is not a video course, and it is not a list of PDF documents you need to read. My program is a face-to-face…
Iteration is better than perfection. Your first solution won't be your best. But you won't get to the best without the first.
@deisbel I’ve never used angular and azure but this looks pretty neat and straightforward
@deisbel Knowing how to set up a pipeline is an underrated skill.
A good diagram is worth more than 1024 words. - It makes it easier to understand complex ideas quickly. - It helps spot and fix issues faster than just using words. - It documents your solution.
@deisbel @sarath_ssp For that to happen MS would have to end support for TFVC and remove it from the product which would be in the 2030s for current server customers with the 10 year support cycle :) Actions are essentially Azure Pipelines but they don't support the older source control method.
Only 13% of data projects make it into Production. Data is not enough; you need: 1. A pipeline that connects to your data sources. 2. To train your models. 3. Build a UI fast enough to render the result and chart with millions of records. 4. Finally, deploy your product so…
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