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Andrew Jones

@andrew-jones.com

Principal Engineer. Created Data Contracts and wrote the book on it. Father of 2. Brewer of beer. Aphantasic. Newsletter πŸ‘‰ https://andrew-jones.com/newsletter

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07.08.2023
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Latest posts by Andrew Jones @andrew-jones.com

My friend and I entered a competition to win a lifetime’s supply of moisturiser. He won, and now he keeps rubbing it in. #SundayPunday

01.03.2026 14:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I do! πŸ˜„

28.02.2026 16:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The bystander effect on data ownership and responsibility What happens when ownership and responsibility is unclear

In this week's newsletter I write about the bystander effect that happens when ownership is unclear.
There's also links to a data contract-driven data mesh, why data engineers should care about knowledge graphs, and support for graphs in BigQuery.
a-j.io/n260227 #DataBS

27.02.2026 08:18 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Are they β€œthis would have taken days but now only took hours with Claude” posts that are all over here also written by Claude? πŸ€”

26.02.2026 12:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I have written a book on how to fall down the stairs. It’s a step by step guide. #SundayPunday

22.02.2026 14:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What 'Contract' really means in Data Contracts Contracts are the interfaces between teams

In this week's newsletter I write about what 'contract' really means in data contracts (hint: it's interfaces!).
There's also links to articles on ontologies, why data pipelines exist, and how data quality is always an ownership problem.
a-j.io/n260220 #DataBS

20.02.2026 08:27 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
from reddit 

r/ExperiencedDevs β€’ 21h ago
Tech-Cowboy
An AI CEO finally said something honest
(Meta
Dax Raad from anoma.ly might be the only CEO speaking honestly about Al right now.
His most recent take:
"everyone's talking about their teams like they were at the peak of efficiency and bottlenecked by ability to produce code
here's what things actually look like
- your org rarely has good ideas. ideas being expensive to implement was actually helping
- majority of workers have no reason to be super motivated, they want to do their 9-5 and get back to their life
- they're not using Al to be 10x more effective they're using it to churn out their tasks with less energy spend
- the 2 people on your team that actually tried are now flattened by the slop code everyone is producing, they will quit soon
- even when you produce work faster you're still bottlenecked by bureaucracy and the dozen other realities of shipping something real
- your CFO is like what do you mean each engineer now costs $2000 extra per month in LLM bills"

from reddit r/ExperiencedDevs β€’ 21h ago Tech-Cowboy An AI CEO finally said something honest (Meta Dax Raad from anoma.ly might be the only CEO speaking honestly about Al right now. His most recent take: "everyone's talking about their teams like they were at the peak of efficiency and bottlenecked by ability to produce code here's what things actually look like - your org rarely has good ideas. ideas being expensive to implement was actually helping - majority of workers have no reason to be super motivated, they want to do their 9-5 and get back to their life - they're not using Al to be 10x more effective they're using it to churn out their tasks with less energy spend - the 2 people on your team that actually tried are now flattened by the slop code everyone is producing, they will quit soon - even when you produce work faster you're still bottlenecked by bureaucracy and the dozen other realities of shipping something real - your CFO is like what do you mean each engineer now costs $2000 extra per month in LLM bills"

someone in AI fucked up and actually told the truth

20.02.2026 00:55 πŸ‘ 2365 πŸ” 698 πŸ’¬ 26 πŸ“Œ 23

I heard that β€œicy” is the easiest word to spell. Looking at it, I see why. #SundayPunday

15.02.2026 14:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The case for intentional friction in data platforms Frictionless data platforms are harmful

In this week's newsletter I write about how the application of friction in the data platform can guide user behaviour.
There's also links to a correct-by-design lakehouse, a state of data engineering survey, and anomaly detection at Doordash.
a-j.io/n260213 #DataBS

13.02.2026 08:22 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I really got into that Netflix series about herbs and spices this weekend. I’m currently on Season 4. #SundayPunday

08.02.2026 14:02 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What happens when a data contract is breached? What happens when the data doesn't match the contract?

In this week's newsletter I write about what happens when a data contract is "breached".
There's also links to articles on the next data bottleneck, barefoot data platforms, and Clickhouse + Postgres.
a-j.io/n260206 #DataBS

06.02.2026 08:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

A ship carrying red paint collided with a ship carrying purple paint. Both crews thought to be marooned. #SundayPunday

01.02.2026 14:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The LEGO Group and Crocs Enter Multi-Year Global Partnership - About Us - LEGO.com The LEGO Group today announced a multi-year global partnership with Crocs, bringing together two icons of self-expression and originality.

Is it April 1st already?

www.lego.com/en-us/aboutu...

30.01.2026 15:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The impact of AI-assisted code on your data platform Increased engineer velocity moves the bottleneck to the platform

In this week's newsletter I write about the impact of AI-assisted code on your data platform, and how it moves the bottleneck.
Also links to articles on how most teams are not building governance, knowledge engineering, and agent contracts.
a-j.io/n260130 #DataBS

30.01.2026 08:23 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

I drove a long way in winter weather to get parts to fix my computer. It was a hard drive. #SundayPunday

25.01.2026 14:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Integration vs Interoperability Do we really need to centralise everything before we can use our data?

In this week's newsletter I write about integration vs interoperability, and whether we need to centralise before we can use data.
There's also links to articles on the foundation for context graphs, operationalising data science, and small data.
a-j.io/n260123 #DataBS

23.01.2026 08:08 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I really don’t like going to arenas because it’s always SO windy in there. There’s just so many fans! #SundayPunday

18.01.2026 14:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Reversing Conway's law Understand Conway's law and make it work for you

In this week's newsletter I'm writing about reversing Conway's law to make it work for you.
There's also links to articles on the importance of foundations, the semantic loop, and Temporal at Netflix.
a-j.io/n260116 #DataBS

16.01.2026 08:20 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I played a U2-themed board game called β€œBonopoly”. It’s like Monopoly, but where the streets have no name #SundayPunday

11.01.2026 14:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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A feature of architecture How architecture features impact your processes and ways of working

This week I write about features of architecture and their impact on processes and ways of working.
Also links to articles on orchestration success in decentralised architectures, data modelling for private markets, and unifying batch and streaming.
a-j.io/n260109 #DataBS

09.01.2026 08:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Those who don’t like Christmas are Claus-trophobic. #SundayPunday

21.12.2025 14:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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5 data contract implementations in the wild Data contracts in the wild

In this week's newsletter I'm sharing 5 examples of data contracts in practice.
Also links to articles on the latest release of ODCS, the unavoidable movement of data, and being a Staff+ engineer in infra/platform teams.
a-j.io/n251219 #DataBS

19.12.2025 08:13 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Have you seen the world’s best snowman? It’s outstanding. #SundayPunday

14.12.2025 14:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Reducing the difficulty of being a data owner Ease the life of a data owner through automation.

In this week's newsletter I write about reducing the difficulty of being a data owner.
Also links to articles on data contracts at VMO2, metadata as common language, and BlaBlaCars data copilot.
a-j.io/n251212 #DataBS

12.12.2025 08:06 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Argentina is colder than you’d think… It’s bordering on Chile. #SundayPunday

07.12.2025 14:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Pushing on open doors Look for the best opportunities to get started.

In this week's newsletter I write about pushing on open doors when getting started with data contracts. Also links to articles on the ownership of data quality, the basics of data architecture, and OTel with lakehouses.
a-j.io/n251205

05.12.2025 08:08 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

We’ve had a data breach incident, but I couldn’t get my hands on our security guy. Maybe he ransomware? #SundayPunday

23.11.2025 14:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The iPhone model for integrated platforms To create an integrated experience we need to change how we build platforms.

In this week's newsletter how we can use the iPhone model to create integrated developer, data, and other platform features.
Also links to articles on data as code, data platforms for data scientists, and stream and batch analytics with Iceberg.
a-j.io/n251121 #DataBS

21.11.2025 08:17 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I just found there’s a new documentary about Rolex. I’ve added it to my watchlist. #SundayPunday

16.11.2025 14:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Control vs Consequences Taking control makes you a bottleneck. Are the consequences worth the cost?

In this week's newsletter I write about how taking control makes you a bottleneck.
Also links to articles on a decade of AI platform, context layers, and a scope creep game.
a-j.io/n251114 #DataBS

14.11.2025 08:10 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0