Architecture Weekly #97

Welcome to the new week with the new #ArchitectureWeekly !

?? https://www.architecture-weekly.com/p/architecture-weekly-97-17th-october

There are only a few patterns that I’m comfortable saying: “You should use it always if you want to build mature system”. One of them is the Outbox Pattern . Why? Because it guarantees that your business workflows and communication will not be stuck in the middle. It does that by storing transactionally the state change together with the message you want to publish. So it’s either state change that is recorded, and the message is scheduled to be published, or nothing is recorded. There are various approaches to implementing it:

• transactional , which wraps the save and publishing with the transaction,
• pull-based, that continuously queries the database for new messages,
• push-based, which gets notifications from the database and pushes it forward.

Last week I wrote about how you can implement the last one by plugging into the Postgres Write-Ahead Log . I also provided an example of how you could implement it in .NET. Read more in:

• Oskar Dudycz - Push-based Outbox Pattern with Postgres Logical Replication

I’m biased, but I’m also extremely impressed by the number and quality of features the Postgres team delivers. Check the latest release to get the feeling:

• PostgreSQL - PostgreSQL 15 Released!

Postgres engine is becoming a de-facto lingua franca of relational databases:

• CockroachDB - distributed and scalable is using it as their engine ,
• same with AWS AuroraDB ,
• Now also Microsoft announced that they’re bringing it to Azure Cosmos DB . That’s the effect of cooperation from buying Citus three years ago .

Seeing the features like extended JSON features we’re using in Marten , mentioned logical replication , and other cool stuff makes it an extremely versatile and rock-solid database. When I started using it for the first time and jumped from MSSQL, I thought, “oh well, free database for sure it cannot compete with paid product”. And I was wrong. MSSQL is already left behind.

Ok, let’s end this love letter. From the other interesting topics, I brought you this time a few reports:

• Splunk - The State of Observability 2022
• Digital Ocean - Kubernetes adoption journey for startups and SMBs
• InfoQ - .NET Trends Report 2022

You always need to be cautious reading the company reports; they’ll always be biased and sprinkled with marketing sugar, but comparing the trends and conclusions, can give you a good picture of the industry trends. Btw. would you like to see my extended analysis about them?

Speaking about trends, check:

• Netflix - Timestone: Netflix’s High-Throughput, Low-Latency Priority Queueing System with Built-in Support for Non-Parallelizable Workloads

As always, they managed to put a lot of buzzwords in their article.

I’m not a huge fan of the Lex Friedman podcast. CoRecursive is soooo much better. Yet, I cannot deny that he can get great guests there. If you have spare 5 hours, check the episode with John Carmack. A lot of the game, programming and IT industry:

• Lex Friedman Podcast - John Carmack: Doom, Quake, VR, AGI, Programming, Video Games, and Rockets

See all links at: https://www.architecture-weekly.com/p/architecture-weekly-97-17th-october !

Cheers

Oskar

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