rmoff ๐โโ๏ธ๐ซ๐ฅ
@rmoff.net
Shitposting & Memes.
Data & Stuff.
#dataBS #trailrunning
โ๏ธ https://rmoff.net ๐ https://rmoff.info
(DMs closed because of stupid UK age verification requirements).
Data & Stuff.
#dataBS #trailrunning
โ๏ธ https://rmoff.net ๐ https://rmoff.info
(DMs closed because of stupid UK age verification requirements).
Pinned
Database Development with AI in 2026 - Brent Ozar www.brentozar.com/archive/2026...
January 9, 2026 at 4:27 PM
Database Development with AI in 2026 - Brent Ozar www.brentozar.com/archive/2026...
Reposted by rmoff ๐โโ๏ธ๐ซ๐ฅ
The 95th edition of my Kafka Monthly Digest it out. It covers the releases in progress, KIPs, community projects and blogs. Also as is customary, I review some of the milestones the #ApacheKafka project achieved in 2025 and make some predictions for 2026!
developers.redhat.com/blog/2026/01...
developers.redhat.com/blog/2026/01...
Kafka Monthly Digest: December 2025 | Red Hat Developer
This Apache Kafka community digest covers what happened in the Apache Kafka community in December 2025. It details the state of releases in progress, KIPs recently created, community project releases
developers.redhat.com
January 8, 2026 at 2:48 PM
The 95th edition of my Kafka Monthly Digest it out. It covers the releases in progress, KIPs, community projects and blogs. Also as is customary, I review some of the milestones the #ApacheKafka project achieved in 2025 and make some predictions for 2026!
developers.redhat.com/blog/2026/01...
developers.redhat.com/blog/2026/01...
Lyft's Feature Store: Architecture, Optimization, and Evolution
eng.lyft.com/lyfts-featur...
eng.lyft.com/lyfts-featur...
January 8, 2026 at 4:27 PM
Lyft's Feature Store: Architecture, Optimization, and Evolution
eng.lyft.com/lyfts-featur...
eng.lyft.com/lyfts-featur...
Hugo + GitHub Pages is awesome too :)
January 8, 2026 at 4:14 PM
Hugo + GitHub Pages is awesome too :)
2025 LLM Year in Review - Andrej Karpathy
karpathy.bearblog.dev/year-in-revi...
karpathy.bearblog.dev/year-in-revi...
2025 LLM Year in Review
2025 Year in Review of LLM paradigm changes
karpathy.bearblog.dev
January 7, 2026 at 4:27 PM
2025 LLM Year in Review - Andrej Karpathy
karpathy.bearblog.dev/year-in-revi...
karpathy.bearblog.dev/year-in-revi...
I find myself getting increasingly intolerant of low-effort AI slop.
Just because you vibe-coded some PoC, you don't need to vomit it across the internet. If it's useful and you're desperate to share it, explain why - don't just have AI shit out a "blog post" to accompany it.
Just because you vibe-coded some PoC, you don't need to vomit it across the internet. If it's useful and you're desperate to share it, explain why - don't just have AI shit out a "blog post" to accompany it.
January 6, 2026 at 5:18 PM
I find myself getting increasingly intolerant of low-effort AI slop.
Just because you vibe-coded some PoC, you don't need to vomit it across the internet. If it's useful and you're desperate to share it, explain why - don't just have AI shit out a "blog post" to accompany it.
Just because you vibe-coded some PoC, you don't need to vomit it across the internet. If it's useful and you're desperate to share it, explain why - don't just have AI shit out a "blog post" to accompany it.
Data Testing like it's not 1997โโโPart 1 | by Richard Glew freedium-mirror.cfd/https://medi...
Data Testing like it's not 1997โโโPart 1 | by Richard Glew - Freedium
We've had a lot of progress in improving how we test software from twenty years ago, but data...
freedium-mirror.cfd
January 6, 2026 at 4:27 PM
Data Testing like it's not 1997โโโPart 1 | by Richard Glew freedium-mirror.cfd/https://medi...
Jaehyeon Kim - Stream Processing with Flink in Kotlin
Stream Processing with Flink in Kotlin
A couple of years ago, I read Stream Processing with Apache Flink and worked through the examples using PyFlink. While the book offered a solid introduction to Flink, I frequently hit limitationsโฆ
jaehyeon.me
January 5, 2026 at 4:27 PM
Jaehyeon Kim - Stream Processing with Flink in Kotlin
Read (or written) any good data-focussed 2025 retros/2026 look-aheads? Share them here - I'm going to include a round up in this month's Interesting Links :)
(Interesting Links: rmoff.net/categories/i...)
(Interesting Links: rmoff.net/categories/i...)
Interesting Links โข rmoff's random ramblings
rmoff.net
January 5, 2026 at 12:12 PM
Read (or written) any good data-focussed 2025 retros/2026 look-aheads? Share them here - I'm going to include a round up in this month's Interesting Links :)
(Interesting Links: rmoff.net/categories/i...)
(Interesting Links: rmoff.net/categories/i...)
ICYMI: I now have a substack :) interestinglinks.substack.com/p/interestin...
Interesting Links in the Data World - December 2025
(originally published at https://rmoff.net/2025/12/16/interesting-links-december-2025/)This Substack is an experiment!
interestinglinks.substack.com
December 30, 2025 at 2:57 PM
ICYMI: I now have a substack :) interestinglinks.substack.com/p/interestin...
Streaming with Apache Iceberg: The Operational Problems at Scale | Yuval Yogev www.ryft.io/blog/streami...
Streaming with Apache Iceberg: The Operational Problems at Scale | Yuval Yogev
Streaming into Iceberg creates three operational problems most teams don't see coming: small files pile up faster than you can compact them, storage costs climb because you're paying for data you'veโฆ
www.ryft.io
December 29, 2025 at 4:27 PM
Streaming with Apache Iceberg: The Operational Problems at Scale | Yuval Yogev www.ryft.io/blog/streami...
Apache Hudi 1.1 Deep Dive: Optimizing Streaming Ingestion with Apache Flink
hudi.apache.org/blog/2025/12...
hudi.apache.org/blog/2025/12...
Apache Hudi 1.1 Deep Dive: Optimizing Streaming Ingestion with Apache Flink | Apache Hudi
---
hudi.apache.org
December 26, 2025 at 4:27 PM
Apache Hudi 1.1 Deep Dive: Optimizing Streaming Ingestion with Apache Flink
hudi.apache.org/blog/2025/12...
hudi.apache.org/blog/2025/12...
Clickhouse - How the 5 major cloud data warehouses really bill you
clickhouse.com/blog/how-clo...
clickhouse.com/blog/how-clo...
How the 5 major cloud data warehouses really bill you: A unified, engineer-friendly guide
This guide explains how the five major cloud data warehousesโSnowflake, Databricks, ClickHouse Cloud, BigQuery, and Redshiftโallocate, meter, and bill compute, giving engineers a clear understandingโฆ
clickhouse.com
December 26, 2025 at 4:02 PM
Clickhouse - How the 5 major cloud data warehouses really bill you
clickhouse.com/blog/how-clo...
clickhouse.com/blog/how-clo...
Yelp - S3 server access logs at scale engineeringblog.yelp.com/2025/09/s3-s...
S3 server access logs at scale
S3 server access logs at scale Nurdan Almazbekov, Infrastructure Security Sep 26, 2025 Introduction Yelp heavily relies on Amazon S3 (Simple Storage Service) to store a wide variety of data,...
engineeringblog.yelp.com
December 25, 2025 at 4:27 PM
Yelp - S3 server access logs at scale engineeringblog.yelp.com/2025/09/s3-s...
Uber - From Batch to Streaming www.uber.com/blog/from-ba...
From Batch to Streaming: Accelerating Data Freshness in Uberโs Data Lake
At Uber, the data lake is a foundational platform powering analytics and machine learning across the company. Historically, ingestion into the lake was powered by batch jobs with freshness measuredโฆ
www.uber.com
December 24, 2025 at 4:27 PM
Uber - From Batch to Streaming www.uber.com/blog/from-ba...
Data Quality Design Patterns pipeline2insights.substack.com/p/data-quali...
Data Quality Design Patterns
Overview of WAP, AWAP, TAP, and More with Implementation Examples
pipeline2insights.substack.com
December 23, 2025 at 4:27 PM
Data Quality Design Patterns pipeline2insights.substack.com/p/data-quali...
Uber - Improving MySQL Cluster Uptime: Designing Advanced Detection, Mitigation, and Consensus with Group Replication www.uber.com/en-AU/blog/i...
Improving MySQLยฎ Cluster Uptime: Designing Advanced Detection, Mitigation, and Consensus with Group Replication
At Uber, engineers rely on MySQLยฎ for applications that need relational databases. MySQL is the preferred choice for use cases that require ACID transactions and relational data modeling with a SQLโฆ
www.uber.com
December 22, 2025 at 4:27 PM
Uber - Improving MySQL Cluster Uptime: Designing Advanced Detection, Mitigation, and Consensus with Group Replication www.uber.com/en-AU/blog/i...
December 20, 2025 at 1:58 PM
Transactions Arenโt Enough: The Need For End-To-End Thinking blog.allegro.tech/2025/12/tran...
Transactions Arenโt Enough: The Need For End-To-End Thinking
Even the strongest safety properties implemented in todayโs top databases are not enough to prevent data loss or corruption in all scenarios. We have learned to rely on mechanisms such asโฆ
blog.allegro.tech
December 19, 2025 at 4:27 PM
Transactions Arenโt Enough: The Need For End-To-End Thinking blog.allegro.tech/2025/12/tran...
I'm forever recommending @raycast.com to folk, so I took the time to write down quite _why_ it's probably the best thing since sliced bread.
๐ A love letter to Raycast: rmoff.net/2025/12/18/a...
๐ A love letter to Raycast: rmoff.net/2025/12/18/a...
December 19, 2025 at 12:11 PM
I'm forever recommending @raycast.com to folk, so I took the time to write down quite _why_ it's probably the best thing since sliced bread.
๐ A love letter to Raycast: rmoff.net/2025/12/18/a...
๐ A love letter to Raycast: rmoff.net/2025/12/18/a...
thanks for sharing :)
December 19, 2025 at 12:11 PM
thanks for sharing :)
Reposted by rmoff ๐โโ๏ธ๐ซ๐ฅ
Hey check it out - I've now got a Substack! It's just the same content as on my blog, but if you prefer getting an email then feel free to subscribe. interestinglinks.substack.com/p/interestin...
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
December 18, 2025 at 11:36 AM
Hey check it out - I've now got a Substack! It's just the same content as on my blog, but if you prefer getting an email then feel free to subscribe. interestinglinks.substack.com/p/interestin...
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
Fresha - Connecting Flink, Airflow and StarRocks
Part 1: medium.com/fresha-data-...
Part 2: medium.com/fresha-data-...
Part 1: medium.com/fresha-data-...
Part 2: medium.com/fresha-data-...
December 18, 2025 at 4:27 PM
Fresha - Connecting Flink, Airflow and StarRocks
Part 1: medium.com/fresha-data-...
Part 2: medium.com/fresha-data-...
Part 1: medium.com/fresha-data-...
Part 2: medium.com/fresha-data-...
Hey check it out - I've now got a Substack! It's just the same content as on my blog, but if you prefer getting an email then feel free to subscribe. interestinglinks.substack.com/p/interestin...
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
December 18, 2025 at 11:36 AM
Hey check it out - I've now got a Substack! It's just the same content as on my blog, but if you prefer getting an email then feel free to subscribe. interestinglinks.substack.com/p/interestin...
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
(I've moved the publication domain, just in case you happen to have bookmarked the previous oneโฆ)
How Fresha reduced their Postgres on RDS storage footprint by 75% medium.com/fresha-data-...
December 17, 2025 at 4:27 PM
How Fresha reduced their Postgres on RDS storage footprint by 75% medium.com/fresha-data-...