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Data pipelines are really cool. But also, really hard to build.
Data pipelines pose challenges we should all master. They push the limits on design, architecture, performance and even predicting the future.
Dec 3
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Zac Beckman
2
September 2025
Why only testing use cases just isn’t enough; here’s how to do it right
Traditional unit tests are setting you up for production failures. Here's a path to a better launch experience: use property-based testing to build…
Sep 22
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Zac Beckman
3
August 2025
If you’re not using “declarative teams," you have only an illusion of control
Shifting from "how to do it" to "what’s the outcome" transforms your productivity, reduces complexity, and makes your systems reliable.
Aug 31
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Zac Beckman
1
1
8 ways you'll distinguish yourself and achieve more
8 tips for outperforming and excelling in everything you do — learned from a lifetime of working in tech, living, and being human.
Aug 26
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Zac Beckman
2
Technical drawings that actually work
The right kind of technical drawings should make your engineering work easier, eradicate coding mistakes, create a linkage to your acceptance criteria…
Aug 20
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Zac Beckman
1
1
How to use a playbook
Even engineering teams need a playbook, just like a sports league or an elite operations unit. Here’s how having a playbook transforms your team.
Aug 14
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Zac Beckman
1
1
July 2025
How simplicity & flexibility give you leverage. Plus, "safe AI practices."
Creating code that's a multiplier, making you move faster, is your key to success. That's the convergence of simplicity & flexibility. Plus, Zach Daniel…
Jul 31
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Zac Beckman
1
I don't hire testers anymore and I'm still shipping zero-defect software
Downstream testing is a mistake. Modern companies (like Microsoft) do something different. Move toward strategies that embed quality early.
Jul 25
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Zac Beckman
2
2
AI “solution” exposes millions of personal information records
An AI chatbot's inadequate security implementation went into production, putting at risk the personal information of millions of McDonald's job…
Jul 21
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Zac Beckman
3.4 Tactical event storming
Tactical event storming adds fidelity to your business processes and event maps. It extends your "line of sight" down into the technical design while…
Jul 3
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Zac Beckman
1
1
June 2025
Stop doing things that don’t make us faster, better, more focused
What if every day you made a 1% quality of life improvement to your team's way of working? After a year, you'd be performing at a multiple of 37X.
Jun 30
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Zac Beckman
Your AI is trying to trick you; be careful out there
I used an AI to build a new app. What I got surprised me.
Jun 29
•
Zac Beckman
1
2
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