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#techdebt

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Small Team? Big App? Bonsai Can Bridge the Gap.

Are you a team of one (or a few) juggling too much #techdebt?

Let the #FastRuby team help you stay productive by handling your #Ruby upgrades, dependency management, security patches, and more.

👉 go.fastruby.io/pzp

[from my GitHub sponsor]

go.fastruby.ioBonsai: Fixed-cost, Monthly Ruby Maintenance by FastRuby.ioFixed-cost, maintenance services for Ruby applications: Make your application more maintainable, secure, and efficient every month

Instead of saying "tech debt" for those things that slow down value delivery, maybe it's time to talk about "overgrown paths".

Longer version: On a bike ride today, I went past some structures in the woods that were the only remnants of a cafe, tea rooms, and a flax mill. In less than 50 years, there is almost no evidence of these buildings and paths because vegetation has taken over.

We were thrilled to take part in this year’s #XP2025 Conference at FHNW – not just as a sponsor, but as active members of the #Agile community. 🙌

Alongside many inspiring sessions, we ran a short survey at our booth. One key question:

🧠 What’s your biggest challenge in #SoftwareDevelopment?

➡️ Top answer: Technical debt and lack of time for clean-up work.

Resonates with your experience?

👉🏻 Full recap & survey results: dev.karakun.com/2025/07/10/XP2

Karakun Developer Hub · Rethinking Agile – Lessons Learned at XP 2025Originally launched 26 years ago with a focus on eXtreme Programming, the XP conference has evolved to embrace all modern agile approaches and the broadening dimensions of agility. In 2025, the conference took place in Brugg (Switzerland) with the support of Karakun.

Technischer Ballast in ML-Systemen erschwert langfristige Wartbarkeit. Verflechtung, instabile Daten, Rückkopplungsschleifen & Co. verursachen versteckte Kosten. Lösungen: bessere Abstraktionen, automatische Tests, Echtzeit-Überwachung. Nachhaltige ML-Systeme brauchen durchdachtes Design und eine Kultur, die Wartbarkeit priorisiert. #MachineLearning #TechDebt

Technical Debt in ML Systems that No one is talking about medium.com/gitconnected/techni

Agile Bible, Verse 5:

“Build projects around motivated individuals. Give them the environment and support they need, and trust them to get the job done.”

Now tell me, when every process, idea, stakeholder, task, OKR, strategy, tool, framework, micromanagement, team structure, and team requirement comes top-down…

What exactly are you doing to ensure every individual has the environment and support to deliver their unique value and impact?
(Spoiler: The value and impact is not equal to your role. Shocking, I know.)

Holy crap! I just noticed we're up to 130 unit test suites in @pidgin 3 now! Compare that to the 7 suites we have in Pidgin 2!

This is what we've been talking about when we've been saying that we're making the code easier to maintain. The code has been reworked so that we can actually unit test way more of it and we will continue to add more tests as we move forward!