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Martin Chesbrough

@mchesbro.bsky.social
162 followers 182 following 123 posts

Socio-technical data designer

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Martin Chesbrough @mchesbro.bsky.social · 04/03/2026
At the weekend I announced that the Lunatics were taking over the Asylum. So now I'm back. The first part of this post is a re-framing of the Asylum. The second part is an escape plan. If Chief Bromden can escape then so can you. martinchesbrough.net/a-way-out-of...
martinchesbrough.net
A Way Out of Lunacy
A week ago I wrote a post entitled “The Lunatics are taking over the Asylum”, which outlined some aspects of the current lunacy. The…
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Martin Chesbrough @mchesbro.bsky.social · 28/02/2026
I think the AI lunatics might just be right … kind of martinchesbrough.net/the-lunatics...
martinchesbrough.net
The Lunatics are taking over the Asylum
Why Should You Read This?
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Martin Chesbrough @mchesbro.bsky.social · 22/02/2026
wrote a fun post about my life as an AI vampire - check it out medium.com/@mchesbro/my...
medium.com
My Week as an AI Vampire
I am lucky enough to be able to use a Gemini Pro subscription as part of my work for Everest Engineering. I have started to use the Gemini…
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Martin Chesbrough @mchesbro.bsky.social · 15/02/2026
Been loving my adventures with AI and wanted to write up my latest thoughts - so here goes martinchesbrough.net/tool-team-ma...
martinchesbrough.net
Tool, Team Mate or Thinking Partner: how we work with AI matters
Tool, Team Mate or Thinking Partner: how we work with AI matters An incident last week prompted me to re-examine my beliefs and attitudes towards AI and prompted this post. But, before we discuss the ...
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Martin Chesbrough @mchesbro.bsky.social · 31/05/2025
I wrote something about *Real* Data Engineering… then added the AI bit martinchesbrough.net/data-and-ai-...
martinchesbrough.net
Data and AI Work … is it Engineering?
Inspired by Glenn Vanderburg’s talk on Real Software Engineering I ask what do we need to do to make Data and AI work Real Engineering?
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Martin Chesbrough @mchesbro.bsky.social · 28/03/2025
I am signing up for Chad Sanderson's Shift Left Data Manifesto www.gable.ai/blog/shift-l... It is more than data contracts but we all need to start somewhere ...
gable.ai
Gable Blog - The Shift Left Data Manifesto
A core idea behind shifting Data Left is simple but often overlooked: data is code. Or more accurately—data is produced by code. It’s not just some downstream artifact that lives in tables and gets pi...
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Martin Chesbrough @mchesbro.bsky.social · 22/03/2025
Adding more layers to your data architecture is unlikely to make it easier to manage data or make it work better - consider alternatives martinchesbrough.net/against-laye... #dataengineering #dataarchitecture #datamesh #softwarearchitecture #datamodeling
martinchesbrough.net
Against Layers: an argument for pluralism in analytical data architecture
Analytical data architectures have tended to over-rotate towards layers. This essay is an attempt to argue for more diverse thinking.
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Martin Chesbrough @mchesbro.bsky.social · 15/03/2025
I've been meaning to write this for a while - it is titled "Against Layers" and is a plea for pluralism in data architecture.
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Robin Davis @robind100.bsky.social · 18/12/2024
If you work with groups and teams, the Fun Retrospectives website is an excellent resource for ideas. I enjoy using my favorite techniques and experimenting with new ones to keep things exciting. #QiSky #Facilitation
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Futurespective | FunRetrospectives
Have fun, learn from the past and prepare for the future!
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ClickHouse @clickhouse.com · 19/12/2024
A ClickHouse query optimization guide. SQL-based observability in the wild. PIVOTing in ClickHouse, and more. It must be our final newsletter of 2024! 🎄
buff.ly
December 2024 newsletter
Welcome to the December ClickHouse newsletter, which will round up what’s happened in real-time data warehouses over the last month.
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Martin Chesbrough @mchesbro.bsky.social · 15/12/2024
I was talking to a friend who’s very into Gen AI at a recent Xmas party and I put it to home that my views is that the LLM model “wars” are now pretty well over …
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Martin Chesbrough @mchesbro.bsky.social · 13/12/2024
I've had a lot of fun today playing with Gemini 2.0 through aistudio.google.com - I got it to read an academic paper on my screen (Claude does this as well but Gemini does it better)
aistudio.google.com
Google AI Studio
Google AI Studio is the fastest way to start building with Gemini, our next generation family of multimodal generative AI models.
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Martin Chesbrough @mchesbro.bsky.social · 10/12/2024
Another day, another book recommendation. This time it is "Managing Data as a Product" by Andrea Gioia, published by Packt www.packtpub.com/en-au/produc...
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Kate Raworth @kateraworth.bsky.social · 25/11/2024
Calling univ profs & lecturers! If you want to bring concepts from Doughnut Economics into your teaching, we've just launched a webpage bursting with resources for you: 7 slide decks, reading lists, videos & activities - all open access. Dive in & pls reshare! doughnuteconomics.org/university-c...
A screenshot of slides drawn from 7 slide decks, showing the range of topics addressed on the webpage
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Martin Chesbrough @mchesbro.bsky.social · 08/12/2024
Because of a discussion on misuse of the term “data warehouse” I referenced a section from James Serra’s book “Deciphering Data Architectures”. That led me to re-read the book. It’s a great book BTW and worth a read.
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Martin Chesbrough @mchesbro.bsky.social · 30/11/2024
I like using BlueSky as a short-form essay writer so here goes with my latest thoughts. The essay might be titled: "The Future of Software is AI ... NOT" or "Software eats the world ... this time with an AI sauce" or "The Future of Business is ... unreasonable AI agents" or something else
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Martin Chesbrough @mchesbro.bsky.social · 29/11/2024
I’m having great fun with building AI agents but the various agent orchestration frameworks are still immature (Autogen 0.2.39, LangGraph 0.1.40, CrewAI v0.83.0, LlamaIndex v0.12.2). It feels like early Hadoop days. I wonder how fast these frameworks will proceed. I’m excited for what happens next
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Martin Chesbrough @mchesbro.bsky.social · 28/11/2024
Just listened to this conference talk from @simon.bvssh.com - well the dude drops more names in a 30 minute talk than I can fit into a month - BUT it's a great talk! youtu.be/ASE6Pt3fnxM?...
youtu.be
Simon Rohrer — Modern Enterprise Architecture: architecting for outcomes "Modern Enterprise A..."
YouTube video by Agile meets Architecture
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Domain-Driven Design Europe @dddeu.bsky.social · 28/11/2024
Apply Data Mesh principles to solve case studies, an online workshop with Jacek Majchrzak. New dates added. Take advantage of the early bird: buff.ly/3HWRNrX
Workshop Data Mesh in Action
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Martin Chesbrough @mchesbro.bsky.social · 26/11/2024
I’m keen to get some feedback … I’ve been playing around with building Gen AI agents using Autogen, Langchain and Llamaindex. And I’m coming to the conclusion that these are just small apps or applets.
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Martin Chesbrough @mchesbro.bsky.social · 25/11/2024
The 2nd time that you read a book I think you get a lot more out of it than the first time. This was worth a 2nd read www.manning.com/books/archit...
manning.com
Architecture Modernization
Proven techniques and principles for modernizing legacy systems into new architectures that deliver serious competitive advantage.</b> For a business to thrive, it needs a modern software architectur...
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Chris @chris.blue · 25/10/2024
I made an infra engineer starter pack. Folks posting about databases, stream processing, durable execution, orchestrators, service meshes, and more. go.bsky.app/SCZe42X
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Martin Chesbrough @mchesbro.bsky.social · 25/11/2024
How can you tell if a specific agile practice is relevant to your current situation? About a week ago I started parallel conversations on the theoretical underpinnings of agile methods in different communities to try and answer this question. I received some very interesting responses.
bit.ly
Agile Time Machine community initiative
Agile Time Machine Overview of the pivotal moments and momentous ideas worth spreading again, and a general feeling of the original essence (Last updated on 2-Oct-2024) Read Me This document is the re...
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Susanne Kaiser @suksr.bsky.social · 21/11/2024
How can #WardleyMapping, #DDD, and #TeamTopologies be combined in a structured way to optimize systems for flow? I developed an opinionated structured approach and visualized it in an Architecture for Flow Canvas. You can find more information at susannekaiser.net/architecture-for-flow-canvas.
The Architecture for Flow Canvas as a Miro board consists of several steps to assess the current situation as-is and envision the ideal future. It starts with the teams and business landscape of today and envisions the teams and landscape of tomorrow. The steps are:
- Analyzing current teams
- Assessing flow of change incl. blockers & pain points
- Visualizing the current business landscape
- Categorizing the problem space
- Modularizing the solution space
- Visualizing the future business landscape
- Deriving the future team organization
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Mike Driscoll @medriscoll.com · 20/11/2024
ICYMI I recently interviewed the creator of @clickhouse.com, Alexey Milovidov. We dove deep into what ClickHouse is so fast, why AI companies love it (hint: its had a vector data type since 2012), rewriting Zookeeper (yikes), and how math informs database design. www.rilldata.com/blog/rill-cl...
rilldata.com
Rill | Data Talks on the Rocks 4 - Alexey Milovidov, ClickHouse
A video interview with Alexey Milovidov, co-founder and CTO of ClickHouse, that dives deep into AI, ClickHouse’s architecture, different database categories, and pain points in the market that ClickHo...
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Martin Chesbrough @mchesbro.bsky.social · 21/11/2024
Has Data Engineering forgotten about socio-technical architecture? I think so and I wrote up a blog post about it. www.linkedin.com/posts/martin...
linkedin.com
Martin C. on LinkedIn: Learning Socio-Technical Data Architecture
6 weeks ago I had the great pleasure of attending #dataengbytes in Melbourne and learning a heap from the great speakers and attendees at this community data…
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Martin Chesbrough @mchesbro.bsky.social · 21/11/2024
Just did this course. I like the parallel video-notebook screen so you can play with the code as the course runs. It is very much a beginner style course (that's ok) and any dev would be well placed to take an AWS-GCP-Azure-Anthropic-other course to get a broader knowledge of prompting.
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Vaughn Vernon @vaughnvernon.bsky.social · 20/11/2024
"Blah blag blah decoupled blah blah blah." Decoupled. Decouple. Decoupling. Decoupled. “You Keep Using That Word. I Do Not Think It Means What You Think It Means.” -- Inigo Montoya Semantics matter. Thank me by subscribing and watching my following episodes. youtu.be/ZffqJxLULx8?...
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Martin Chesbrough @mchesbro.bsky.social · 20/11/2024
AI has evolved from a specialist nerd science into an everyday part of your product development team. Here's my recent experiences that support this argument. But first some history (to help make the argument)
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Martin Chesbrough @mchesbro.bsky.social · 18/11/2024
Reinforcements are coming bcounter.nat.vg
bcounter.nat.vg
Bcounter
Almost-real-time Bluesky user count
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Martin Chesbrough @mchesbro.bsky.social · 18/11/2024
bsky.app/start/did:pl...
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Martin Chesbrough @mchesbro.bsky.social · 16/11/2024
I think management is the hardest job in the world. Why would anyone that wants to do a good job ever take up this role? Let me explain …
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Martin Chesbrough @mchesbro.bsky.social · 13/11/2024
My colleague, Pilar Esteban, wrote a lovely short piece on re-thinking traditional roles. medium.com/everestengin... I’ve got some thoughts that I’ll share in the thread
medium.com
​​Reimagining traditional roles for Product, Design and Delivery
Traditional role-based structures in product and delivery practices often fail to deliver real value in the changing current landscape…
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Martin Chesbrough @mchesbro.bsky.social · 13/11/2024
This book "Under the Hood" by Stan Slap (what a name) is about shaping employee culture and it sounds like it is worth a read. The 12k word summary is here: commoncog.com/under-the-ho...
commoncog.com
Under The Hood by Stan Slap — 12k Word Book Summary
How do you shape employee culture? How do you win employee commitment? Under The Hood has a coherent model for building this skill.
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Martin Chesbrough @mchesbro.bsky.social · 13/11/2024
I reckon bsky.social is the way to go - definitely better than mastodon.social - not as well populated as x.com but we can make it work!!!
media.tenor.com
a little girl is making a funny face while sitting at a table with potted plants .
ALT: a little girl is making a funny face while sitting at a table with potted plants .
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Martin Chesbrough @mchesbro.bsky.social · 11/11/2024
I'm gonna try a little experiment - post the same thing on X, BSKy, Mastodon and LinkedIn to see if anyone says anything about it. This is an email that Steve Jobs sent to himself about a year before he died of cancer - is it profound?
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Martin Chesbrough @mchesbro.bsky.social · 07/11/2024
I was looking at another messy data warehouse and thinking what would Jeff Bezos do? So I wrote this: medium.com/everestengin...
medium.com
Imagine if Jeff Bezos managed your data warehouse?
What if Jeff Bezos had written is famous API memo aiming at your data warehouse not the Amazon e-commerce monolith?
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Martin Chesbrough @mchesbro.bsky.social · 30/10/2024
Let's talk about data products. What matters is building them and the value they deliver, not the definition of a data product. Check out www.linkedin.com/posts/martin...
linkedin.com
Martin C. on LinkedIn: The Product-Design-Tech Trio in Data
I don’t care what you think a Data Product is. It doesn’t matter! But I do care that YOUR data product should be valuable. Whatever value means to your…
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Martin Chesbrough @mchesbro.bsky.social · 22/10/2024
My colleague, Melika, just published her first blog post ever - it is really well written and an informative story of a data project. Have a read: medium.com/everestengin...
medium.com
Modernising a Data Platform: Building Trust and Scalability in Data
❗️The Mission: Modernise the Platform, Consolidate and Rebuild Trust in the Data
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