Nothing extraordinary, just the SysDesign Meetup creating time loops.

Our OPA C++ Transpilation blog post, thanks to Max.

I keep reading more and more about GraphQL [1]. It's useful both for my meetup and for my work, so keeping up is more and more of my professional duties than intellectual curiosity these days.

Originally — say, ~three years ago — I was quite skeptical about the prospects of this "language". Back then, it didn't even have mutations, after all, and "JOIN"-ing data between, say, PostgreSQL and Redis was remarkably inefficient. Besides, the query language is not standard and not mapped 1:1 to JavaScript or anything else popular, and type checking was semi-strict. So it did look like an interesting pet project, but I was not convinced it would have a future.

Today, after hearing more and more about GraphQL's power, and after doing more research, I'm ready to concede I was largely wrong. With @defer, @stream and `@live`GraphQL may well be the future Data API language. Yes, some of these features are still deeply experimental, and I've got quite a few concerns about their theoretical performance.

In a way, the role of a "GraphQL DBA" should be emerging as we speak.

And then it clicked. I blogged about such a future back in 2014. My prediction back then [2] was that SQL would:

• Exist in 5 years,
• Exist as legacy in 10 years, and
• Go extinct in 15 years.

Well, I have to be rooting for GraphQL now. Because it may well be the force that proves my vision to be right 😊

[1]: New features in GraphQL: Batch, defer, stream, live, and subscribe. 2021.
[2]: The Future of Data Engineering, What would happen after SQL is no more. 2014.

Very proud of this episode we’ve recorded with Interviewing.io.

May well be the best SysDesign interview prep video out there today.

Enjoy responsibly!

https://www.youtube.com/watch?v=IJSVmyhq2i0

Another video with Interviewing.io, codename "two experts design the system". Extremely well moderated by both Kevin & Mike, and pleasure working with Bruno & the broader team on this one.

Folks, it's time to get back on track with SysDesign Meetup!

We've been gathering off the record, but haven't released an episode in a while. We even recorded one in December, but there was a fluke with recording, so it's only released as "unlisted", as our faces are half-in. (Thx Maxim for cropping them away back then!)

Let's make the next event happen. Topic: Benchmarking Production Systems.

We're shooting this Saturday, March the 25th. It turns out the best time is Pacific morning, Eastern afternoon, Europe evening. Please vote in #general in Slack, ref. https://tinyurl.com/sdm-slack-invite.

Benchmarking Production Systems.

We open the can of worms of how much is there to cover on the topic of performance testing beyond measuring the peak RPS that a service can handle.

Video: https://tinyurl.com/sdm-benchmarking
Slides: https://tinyurl.com/sdm-benchmarking-slides

The event dedicated to interviewing.io's SysDesign guide, of which I'm one of the authors, is happening!

San Francisco, USA Fri, 7 Apr 2023 at 11:00 PDT
New York, USA Fri, 7 Apr 2023 at 14:00 EDT
London, United Kingdom Fri, 7 Apr 2023 at 19:00 BST
Amsterdam, Netherlands Fri, 7 Apr 2023 at 20:00 CEST
Tbilisi, Georgia Fri, 7 Apr 2023 at 22:00 GET
Kuala Lumpur, Malaysia Sat, 8 Apr 2023 at 02:00 MYT

Pls join #iio-sd-guide on our Slack if you're interested, and please ask your questions in Slido, regardless of whether you plan to be there live. And here's a Google Calendar link.

Very much looking forward to!

Blockchain and Web3: just released this new episode!

• https://tinyurl.com/sdm-blockchain
• https://tinyurl.com/sdm-blockchain-slides

The history and the state of the art of blockchain and Web3 from first principles.

One of the ideas we are flirting with is to sketch out some “open source design” of a nontrivial architectural component.

If done well, not only it could serve as a reference document on how to prepare such designs, but also a blueprint based on which we could implement the prototype.

I think there’s room for such a design out there today, from contracts and protocol specifications (HTTP JSON to gRPC to binary) all the way to components’ implementation and unit/integration/load testing.

As an example problem I keep coming back to either the Total Order Broadcast engine or a simple De-Duplicator.

The former can be viewed as an extension of a service mesh proxy, which inserts a sequence ID into every requests, guaranteeing that each and every ID would be unique.

The latter can be viewed as something similar, but less so on the transport level, focusing on respecting the logic of idempotency tokens instead.

Do you think this would be a good idea? Would you be interested in participating in parts of such “open designs” one way or another? Let me know pls.

https://adamwalker.github.io/Building-FPGA-KVS/ -- there's always something fun to be done with FPGAs!

In other news, I've created a Github repo dedicated to our meetup.

Besides all the relevant links, there is now an open pull request into it, in which I outline, in an RFC form, how I envision the future "open design" work.

It should expand the markdown nicely if you click "Display the rich diff" next to the only changed file on Github UI, or try this link to get to the respective branch and read it in rich format right away.

Comments are more than welcome, please and thank you. And cheers to a good start, I sure hope this opens the next big chapter in this venture we are enjoying together!

Upd: The PR with Principles is merged.

The next step is to decide what problem is worthy of working on it first.

My major idea remains the Total Order Broadcast Engine. But it may well be too ambitious for the first shot, and we'll settle for something smaller to start from.

Comments and suggests are more than welcome.

PS: On an unofficial and off the record event yesterday we spoke of Kubernetes vs. Borg vs. Mesos vs. Odin, and overall about the future of scheduling short-term and evergreen jobs in a constellation of datacenters scattered around the globe. Fun times!

Publishing Enriched Data Update Events
"When caching and "poor man's replication" play well together."

I've put together quite a few thoughts, and would appreciate external wisdom at how to approach them from the larger eng org standpoint.

https://dimakorolev.substack.com/p/publishing-enriched-data-update-events

The next — Educational — episode of the meetup is up.

Never confuse functional, integration, regression, and end-to-end tests again!

Moreover, don't take this very question seriously. For if you want to set things straight, offense is the best defense!

Video: https://tinyurl.com/sdm-testing-video
Slides: https://tinyurl.com/sdm-testing-slides

https://www.youtube.com/watch?v=y8OnoxKotPQ -- a really well done pun, many thanks to the kind soul in our Slack who shared it!

Sharing my longread on Event Sourcing here as well.

(Likely a topic for one of the next on-air meetups; we'll chat about it off the record as well, that's for sure.)

If my writing is too dense -- I'm working on style every day! -- this post on building real-time exchanges is very good too; I could have linked to it from my post, but, admittedly, forgot to.

I've published a longread about Event Sourcing, in the "Gentle Introduction" way.

The introduction is gentle both from the engineering standpoint and from the grounds of convincing the business to begin making the first steps.

If you struggle with justifying it to the stakeholders that the company needs to upgrade its data stack, or if you already have a soft buy-in but are unsure how to best proceed -- I hope you'd find this post helpful and insightful.