PurePerformance

In this episode, Andi and Brian welcome back Adam Tornhill—founder of CodeScene and author of Your Code as a Crime Scene—to explore how agentic AI is reshaping software engineering. Adam shares his personal journey from 40 years of hands-on coding to orchestrating AI-generated code, and what this shift really means for development teams.
Together, they dive into new research on the hidden risks of AI-assisted coding, why low-quality or legacy code slows AI down, and how to measure the “AI-readiness” of a codebase. Adam breaks down practical strategies from his latest work on Agentic AI Coding, including guardrails, refactoring patterns, enforced processes, and why test coverage has become a surprising cornerstone for safe, fast AI iteration.
Whether you're experimenting with AI coding tools or planning enterprise-scale adoption, this episode delivers actionable guidance rooted in data, engineering discipline, and real-world experience.
Links
https://codescene.com/blog/agentic-ai-coding-best-practice-patterns-for-speed-with-quality
https://codescene.com/blog/strengthening-the-inner-developer-loop-turn-ai-into-a-reliable-engineering-partner

AI is transforming software engineering—faster than many teams can adapt. In this episode, Andi talks with Wolfgang Heider and Benedict Evert about what it really means to build “AI‑native” software, where prototypes turn into production apps in minutes.
We explore why good engineering fundamentals still matter, how multi‑agent workflows mirror traditional roles, and why testing, governance, and clarity of intent become more important—not less.
We also discuss the future of junior engineers, the risk of everyone reinventing the same solution, and why value—not code generation—is becoming the real differentiator.

Links we discussed
https://www.linkedin.com/posts/wolfgangheider_productmanagement-softwareengineering-ai-activity-7425746505883607042-D1OZ
https://www.linkedin.com/pulse/machines-making-wolfgang-heider-5mvsf
https://www.linkedin.com/pulse/i-built-app-between-final-stranger-things-episodes-wolfgang-heider-5penf/
https://futurelab.studio/ora/ 
https://futurelab.studio/htmlctl/

Why do we still struggle with resilience in 2026? Is it the growing complexity of systems, the pressure to ship fast, or a lack of education around resilient design? In this episode we welcome Adrian Hornsby from Resilium Labs to explore these questions and learn about chaos, complexity, and the importance of continuous learning!
Adrian has learned his chaos engineering skills while working at AWS for many years. He shares insights from his upcoming book and his experience helping organizations embrace resilience as a continuous learning practice. We discuss:
Why traditional chaos engineering assumptions break down when AI starts writing your code.
The rise of AI-powered SRE agents—are they a blessing or a missed learning opportunity?
Organizational challenges and the importance of tracking near misses.
Links we discussed
Adrians LinkedIn: https://www.linkedin.com/in/adhorn/
Resilium Labs: https://www.resiliumlabs.com/
Upcoming Book: https://leanpub.com/whywestillsuckatresilience

Contributing to Open Source is easier than ever - especially because contributions are needed for documentation, demos, tutorials and code. But how to get started? Where to look for "first good issues"? Is everyone welcome? What are the prerequisites?
Tune in and hear from Diana Todea, Developer Experience Engineer at Victoria Metrics, on how within a year she made it from Zero to Developer and receiving the Contributor Award for OpenTelemetry 2025 at KubeCon Atlanta. Diana shares her journey, how she started, how she found the right topic and how she keeps herself motivated. Diana is also the Co-lead of the Neurodiversity CNCF Working Group and gives us insights into the Merge Forward community. 
And don't forget: Call for Papers for Cloud Native Days Romania and Austria are open and both Diana and Andi would be glad to see your proposals!
So - what are you waiting for?

Links we discussed:
Diana's LinkedIn: https://www.linkedin.com/in/diana-todea-b2a79968/ 
From Zero to Developer Talk: https://www.youtube.com/watch?v=nPrxpEE5GpY 
Contributor Award: https://siliconangle.com/2025/11/13/accessibility-meets-open-source-collaboration-kubeconna/ 
Her latest CNCF Blog Post: https://www.cncf.io/blog/2025/12/04/my-first-kubecon-cloudnativecon-a-journey-through-community-inclusivity-and-neurodiversity/
Start contributing to Open Source: https://contribute.cncf.io/contributors/getting-started/ 
Diana's Conference Talks: https://github.com/didiViking/Conferences_Talks 
Diana on Medium: https://medium.com/@dianatodea/ 
Articles on OpenTelemetry for beginners: 
https://medium.com/@dianatodea/the-unofficial-guide-to-contributing-to-opentelemetry-where-to-look-and-who-to-talk-to-9de04ae75fe0 
CNCF Merge-Forward: https://community.cncf.io/merge-forward
CNCF Neurodiversity initiative: https://community.cncf.io/neurodiversity 
Cloud Native Days Romania: https://cloudnativedays.ro/
Cloud Native Days Austria: https://cloudnativedays.at/

From Systems Engineer in Aeronautics via many clouds to becoming an SRE in Observability! That's the path from our guest, Alexandra Franz who is a Lead Product Engineer in SRE at Dynatrace. Tune in and learn how their team plans ahead for expected high traffic around Black Friday, Cyber Monday or the Super Bowl. We discuss how regional traffic patterns and differences in available hardware get factored in for capacity management and cost control. We also learn why global cloud outages are stressful - but - how those incidents can also be the reward for a good SRE.

Make sure to connect with Alexandra on LinkedIn: https://www.linkedin.com/in/alexandrafranz/