Yaroslav Tkachenko's Avatar

Yaroslav Tkachenko

@sap1ens.com

Founder at Irontools. Data Streaming Advocate. Building data platforms. Writing about data engineering, real-time data and distributed systems. Building: https://irontools.dev Website & blog: https://sap1ens.com Newsletter: https://streamingdata.tech

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08.08.2023
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Latest posts by Yaroslav Tkachenko @sap1ens.com

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I'm not asking much, can we open two files with the same name in 2026?

08.03.2026 00:52 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Practicing

07.03.2026 06:09 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Last night at the Vancouver Kafka meetup.

06.03.2026 21:41 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Finally, it's here! Time for an upgrade.

04.03.2026 18:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Interesting links - February 2026

✍🏻 Interesting Links in the Data & AI World, February 2026

Links from @gunnarmorling.dev, @nbuesing.bsky.social, @ssp.sh, @sap1ens.com, @neelesh.bsky.social, @rstephens.me, @justincormack.bsky.social, @sogrady.org, @simonwillison.net, @cassidoo.co, and more!

πŸ”— rmoff.net/2026/02/27/i...

27.02.2026 15:18 πŸ‘ 7 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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At Vancouver Systems meetup

25.02.2026 03:23 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

How do I get a signed copy πŸ‘€

20.02.2026 03:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Benchmarking CDC Tools: Supermetal vs Debezium vs Flink CDC Classic "Big Data" stack vs Rust & Arrow.

In the latest edition of the Data Streaming Journal, you can read everything about my benchmarks: which technology is the fastest, by how much, and what you can do to bridge the gap.

www.streamingdata.tech/p/benchmarki...

17.02.2026 16:32 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Can a Rust project be 3x faster than a popular Java project right out of the box?

I’m a big fan of RBIR: Rewrite Bigdata in Rust. So when @supermetal-inc.bsky.social recently launched Kafka sink support, I decided to take it for a spin and compare its performance with Debezium and Flink CDC.

17.02.2026 16:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Any plans to go to Vancouver next? :)

02.02.2026 23:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
TURNSTILE - BIRDS
TURNSTILE - BIRDS YouTube video by TWI_STA

Winner (WTF?): www.youtube.com/watch?v=s_qh...

02.02.2026 04:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Dream Theater - Night Terror (Official Video)
Dream Theater - Night Terror (Official Video) YouTube video by Dream Theater

Nominee: www.youtube.com/watch?v=2IPT...

02.02.2026 04:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Dream Theater not getting a Grammy in 2026 tells you everything you need to know about the recognition of the Rock/Metal bands in Grammys.

02.02.2026 04:38 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
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*sigh*

28.01.2026 04:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Engineers don't watch this talk enough and it shows (it's not about Python btw)

www.youtube.com/watch?v=RZ4S...

23.01.2026 22:48 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

> a lot of code to review and understand

that's not vibe coding though

20.01.2026 01:58 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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a crowd of people are sitting in a theatre applauding . ALT: a crowd of people are sitting in a theatre applauding .
15.01.2026 16:36 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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How Goldsky Migrated Terabytes of Mission-Critical Web3 Data Goldsky avoided months of re-indexing time and seven-figure infrastructure TCO by directly migrating massive Graph Node PostgreSQL deployments with Supermetal

@goldskyio.bsky.social Γ— @supermetal-inc.bsky.social

30 TB. 18.9B rows. Seven figures saved.

Supermetal handled the Postgres β†’ Postgres migration so Goldsky could keep shipping.

www.supermetal.io/customers/go...

14.01.2026 20:53 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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a cartoon character with an angry look on his face and the words freetopsticker below him ALT: a cartoon character with an angry look on his face and the words freetopsticker below him
14.01.2026 02:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Curious: how much time did you spend refactoring?

03.01.2026 17:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Claude understands me.

24.12.2025 17:15 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The Enterprise Integration Patterns book? I guess it wasn't born in the academy.

21.12.2025 21:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Interesting links - December 2025

πŸŽ„Interesting Links in the data world for December 2025 is here!

There's some awesomely excellent content that you'll not want to miss. Grab a mince pie and dive in :)

πŸ”— rmoff.net/2025/12/16/i...

17.12.2025 11:02 πŸ‘ 5 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

If you’re asking about Flink, Iron Functions provides TypeScript support via WASM πŸ™‚

This is for a different project…

16.12.2025 16:41 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - plv8/plv8: V8 Engine Javascript Procedural Language add-on for PostgreSQL V8 Engine Javascript Procedural Language add-on for PostgreSQL - plv8/plv8

Does anyone have experience with github.com/plv8/plv8? I'm curious about performance.

16.12.2025 05:12 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Maybe, just maybe, having code review as the bottleneck is a... good thing?

14.12.2025 19:16 πŸ‘ 7 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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GitHub - uwdata/flechette: Fast, lightweight access to Apache Arrow data. Fast, lightweight access to Apache Arrow data. Contribute to uwdata/flechette development by creating an account on GitHub.

Arrow + JavaScript WASM is quite easy now: github.com/uwdata/flech...

12.12.2025 22:38 πŸ‘ 8 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1
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a man in a plaid shirt is crying while looking at a cell phone ALT: a man in a plaid shirt is crying while looking at a cell phone
08.12.2025 22:22 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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2025 in Review with Mike Stonebraker and Andy Pavlo Webcast Dec 10: DBMS researchers Mike Stonebraker (MIT / DBOS) and Andy Pavlo (CMU) discuss which data and CS trends are heating up or cooling down heading into 2026.

Do you like databases?
Do you want to hear two database professors rant about them?
Do you need one of those professors to have a Turing Award for databases?
If yes, then join Mike Stonebraker and I next Wed Dec 10 @ 1:00pm EST for database hot takes: www.dbos.dev/webcast-2025...

05.12.2025 23:29 πŸ‘ 75 πŸ” 17 πŸ’¬ 3 πŸ“Œ 3

btw, there is nothing better than Neue Deutsche HΓ€rte for locking in

04.12.2025 17:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0