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About Legacy Systems, Software Analytics and the Fundamental Problems of Software Engineering

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Microservices is the best software architecture

I ve said to ChatGPT 40 I ve heard microservices is the best software architecture . The response is so good, I wanted to share it with you here: Ah! That s a very common thing to hear — but also a bit

Do we need “software architecture?”

Do we need "software architecture?" Some thoughts that might help you in our busy software development world.

Serie auf LinkedIn: Dinge, die du mit alter Software tun kannst.

Auf LinkedIn versuche ich mich gerade an einer Serie, welche verschiedene Optionen im Umgang mit Legacy-Software aufzeigt. Hier findest du die Beiträge verlinkt: Option 1: Ignorieren! Option 2: Abschalten! Option 3: Am Leben halten! Option 4: Verkaufen! Option 5: Abgeben!

Software Archaeology with Git

Here is an older cheat sheet I've found again with some git tricks to get data from source code repositories for data-driven software analytics or for getting some initial insights into a software development project.

Checkliste Softwarearchitekturdiagramme

Gernot Starke hat mich dank seines Blog-Posts daran erinnert, dass ich noch die "Checkliste zur Überprüfung von Softwarearchitekturdiagrammen" teilen wollte.

TOP 5 Learning – Software Architecture

About this series: People at conferences, training, and meetups often ask me what I would recommend learning X or Y. I'm always happy to give some suggestions depending on the person's experience level. Unfortunately, this doesn't scale very much, so here are my general recommendations on learning something effectively (from beginner to a more advanced level). This time: Software architecture.

Technical debt? Who cares?

Why assessing inner software quality is bad for decision-makers (and why customers don't care anyway...).

Cheatbook: groupby

With groupby, you can group data in a DataFrame and apply calculations on those groups in various ways. This Cheatbook (Cheatsheet + Notebook) introduces you to the core functionality of pandas' groupby function.

Blog post about Defect Analysis using pandas

I wrote a blog post about Defect Analysis, a analysis technique to get insights into how buggy your system might be.

Software Analytics Workshops 2021

Finally, I had the opportunity to dig into my existing material about data-driven software analysis and created a workshop with two days full of content and exercises. Join me if you want to learn how you can use tools and techniques from data science and graph analysis to analyze your specific challenges in software development in a data-driven way!