Programming Digest #452: The evolution of how we host our applications
#452 — December 27, 2021 | View in browser |
Programming Digest
Spread the word, build the community, share the knowledge – invite your friends.
sponsor
Try Project Management Without All the Management
Most project management tools are either too simple for a growing engineering team or too complex for anyone to want to use them. Whether you're a startup that iterates quickly by providing every engineer with a free pallet of Red Bull, or a large org that has strict ship dates to hit, delight even the grumpiest scrum masters and give it a try for free.
this week's favorite
The evolution of how we host our applications
How did the container become so ubiquitous in application hosting? Most people know that they're used to run an application, but can't a virtual machine also do that? Why did we ever move away from hosting our applications on a physical server ourselves? Let's explore how we have previously hosted our applications, and why we transcended into containerised software!
When I first started using dig I found it a bit intimidating – there are so many options! I’m going to leave out most of dig’s options in this post and just talk about the ones I actually use.
Processing billions of events in real time at Twitter
At Twitter, we process approximately 400 billion events in real time and generate petabyte (PB) scale data every day. There are various event sources we consume data from, and they are produced in different platforms and storage systems, such as Hadoop, Vertica, Manhattan distributed databases, Kafka, Twitter Eventbus, GCS, BigQuery, and PubSub.
Don’t start with microservices – monoliths are your friend
Microservices are getting natural and we almost feel like we’ve been always living in the world of microservices. Lately when I talked to other developers and asked how they would start a greenfield project, almost certainly the answer was, well, one microservice for this, another one for this, another one for user management, one more for authentication, another for authorization, one more for session management, and the list could go on.
Vision AI hardware for software developers
Vision AI used to be something only specialized shops could add to projects. Now it's accessible to any software developer out there.
newsletters

Older messages
Programming Digest #451: I blew $720 on 100 notebooks from Alibaba and started a paper website business
Sunday, December 19, 2021
And more news, tutorials and articles about programming and technology in this week's issue. #451 — December 20, 2021 View in browser Programming Digest Spread the word, build the community, share
Programming Digest #450: Common infrastructure errors I've made
Sunday, December 12, 2021
And more news, tutorials and articles about programming and technology in this week's issue. #450 — December 13, 2021 View in browser Programming Digest Spread the word, build the community, share
Programming Digest #449: Computer networking basics every developer should know
Sunday, December 5, 2021
And more news, tutorials and articles about programming and technology in this week's issue. #449 — December 06, 2021 View in browser Programming Digest Spread the word, build the community, share
Programming Digest #448: Time management for makers
Sunday, November 28, 2021
And more news, tutorials and articles about programming and technology in this week's issue. #448 — November 29, 2021 View in browser Programming Digest Spread the word, build the community, share
Programming Digest #446: The invisible JavaScript backdoor
Sunday, November 14, 2021
And more news, tutorials and articles about programming and technology in this week's issue. #446 — November 15, 2021 View in browser Programming Digest Spread the word, build the community, share
You Might Also Like
Import AI 399: 1,000 samples to make a reasoning model; DeepSeek proliferation; Apple's self-driving car simulator
Friday, February 14, 2025
What came before the golem? ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Defining Your Paranoia Level: Navigating Change Without the Overkill
Friday, February 14, 2025
We've all been there: trying to learn something new, only to find our old habits holding us back. We discussed today how our gut feelings about solving problems can sometimes be our own worst enemy
5 ways AI can help with taxes 🪄
Friday, February 14, 2025
Remotely control an iPhone; 💸 50+ early Presidents' Day deals -- ZDNET ZDNET Tech Today - US February 10, 2025 5 ways AI can help you with your taxes (and what not to use it for) 5 ways AI can help
Recurring Automations + Secret Updates
Friday, February 14, 2025
Smarter automations, better templates, and hidden updates to explore 👀 ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
The First Provable AI-Proof Game: Introducing Butterfly Wings 4
Friday, February 14, 2025
Top Tech Content sent at Noon! Boost Your Article on HackerNoon for $159.99! Read this email in your browser How are you, @newsletterest1? undefined The Market Today #01 Instagram (Meta) 714.52 -0.32%
GCP Newsletter #437
Friday, February 14, 2025
Welcome to issue #437 February 10th, 2025 News BigQuery Cloud Marketplace Official Blog Partners BigQuery datasets now available on Google Cloud Marketplace - Google Cloud Marketplace now offers
Charted | The 1%'s Share of U.S. Wealth Over Time (1989-2024) 💰
Friday, February 14, 2025
Discover how the share of US wealth held by the top 1% has evolved from 1989 to 2024 in this infographic. View Online | Subscribe | Download Our App Download our app to see thousands of new charts from
The Great Social Media Diaspora & Tapestry is here
Friday, February 14, 2025
Apple introduces new app called 'Apple Invites', The Iconfactory launches Tapestry, beyond the traditional portfolio, and more in this week's issue of Creativerly. Creativerly The Great
Daily Coding Problem: Problem #1689 [Medium]
Friday, February 14, 2025
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Google. Given a linked list, sort it in O(n log n) time and constant space. For example,
📧 Stop Conflating CQRS and MediatR
Friday, February 14, 2025
Stop Conflating CQRS and MediatR Read on: my website / Read time: 4 minutes The .NET Weekly is brought to you by: Step right up to the Generative AI Use Cases Repository! See how MongoDB powers your