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OSMC 2023 | Will ChatGPT Take Over My Job?

One of the talks at OSMC 2023 was „Will ChatGPT take over my job?“ by Philipp Krenn. It explored the changing role of artificial intelligence in our lives, raising important questions about its use in software development.

 

The Rise of AI in Software Development:

In a time of technological advancement, discussing the use of artificial intelligence, represented by tools like ChatGPT, has become unavoidable. The younger generation, eager to embrace AI, faces a pivotal question: will these advanced language models replace traditional coding methods or serve as powerful enhancements?

 

Insights from Philipp’s Presentation:

Philipp shared some insights from a SauceLabs survey, revealing that over a quarter of developers admitted to neglecting proper testing. This statistic reveals possible issues with the trustworthiness of AI-generated code, emphasizing the need for careful testing.

 

Navigating the Pitfalls:

Relying solely on ChatGPT has risks. The changing data and the model’s tendency to alter responses make it unpredictable. Accepting AI solutions without thorough validation endangers code integrity.

 

Practical Application in Debugging:

Drawing on his experience at Elastic, Philipp demonstrated a practical use case where an AI Assistant aids in explaining error messages. While traditional debugging methods remain crucial, the integration of AI simplifies and enhances this process. The demonstration showcased the assistant’s capability to execute functions, providing refined and efficient solutions to coding queries. You can also watch the recording of Philipp’s talk and check out the detailed demonstration.

 

The Path Forward:

In conclusion, ChatGPT and similar AI models undeniably transform the software development landscape. It’s crucial to have a balanced view, avoiding blind trust in their capabilities. As we adapt to this changing phase, integrating AI into our workflows should be done carefully. While ChatGPT won’t completely replace our roles, it significantly influences the future of software development. Embracing this evolution involves a mix of trust, validation, and a strategic approach to the evolving technological landscape. I think at the moment it may be a bit too early to trust ChatGPT 100%, but we should definitely learn how to use it.

Make sure to watch the video of his recorded talk and have a look at Philipp’s slides.

I’m already looking forward to OSMC 2024 and I hope to see you there!

Jonada Hoxha
Jonada Hoxha
Developer

Nach erfolgreichem Abschluss ihrer Ausbildung als Fachinformatikerin für Anwendungsentwicklung verstärkt Jonada das Development unseres Icinga Teams. In ihrer Freizeit ist sie entweder in der Turnhalle aktiv oder vertieft sich in Computerspielen am PC. Aktuell ist ihr Ziel in Apex Legends, den Rank "Apex Predator" zu erreichen.

OSMC 2024 is Calling – Save the Date!

Come, Join Us!

The Open Source Monitoring Conference is back for its 18th edition!
Be sure to mark your calendars for November 19 – 21 and join us in Nuremberg.

At OSMC, we gather experts from all over the world to discuss everything there is to know about open source monitoring. It’s a unique opportunity to connect with like-minded individuals, share knowledge and explore the latest advances in the field.

Over the course of three action-packed days, attendees can immerse themselves in a variety of engaging activities. The conference kicks off with several hands-on workshops, providing participants with the chance to dive deep into practical application aspects and gain valuable insights from open source specialists.

Days two and three feature two technical tracks filled with enlightening case studies, best practices, and cutting-edge solutions. Whether you’re a seasoned professional or just starting out in the world of monitoring, there’s something for everyone at OSMC.

 

Exclusive Benefits for Sponsors!

Apart from the welcoming atmosphere, great vibes, and delicious food here in Nuremberg, with an OSMC sponsorship comes with tons of other benefits!
We offer our sponsors different packages to choose from: PLATINUM, GOLD, SILVER & BRONZE. If you want even more, our add-ons are just the thing for you. Check out our sponsorship prospectus to see what’s possible and what fits to your needs and budget.

 

Stay informed by subscribing to our mailing list and ensure you’re always among the first to receive the latest news.

Katja Kotschenreuther
Katja Kotschenreuther
Manager Marketing

Katja ist seit Oktober 2020 Teil des Marketing Teams. Als Manager Marketing kümmert sie sich hauptsächlich um das Marketing für die Konferenzen stackconf und OSMC sowie unsere Trainings. Zudem unterstützt sie das Icinga Team mit verschiedenen Social Media Kampagnen und der Bewerbung der Icinga Camps. Sie ist SEO-Verantwortliche für all unsere Websites und sehr viel in unserem Blog unterwegs. In ihrer Freizeit reist sie gerne, bastelt, backt und engagiert sich bei Foodsharing. Im Sommer kümmert sie sich außerdem um ihren viel zu großen Gemüseanbau.

OSMC 2023 | Journey to Observability: Tracking every Function Execution in Production

In his talk at OSMC 2023 Lucas Copi, Kubernetes Expert at IBM Cloud, tells us about their journey to observability in their modern cloud environment based on RedHat Openshift.

First of all, let’s look at the differences between observability and monitoring.

  • Monitoring means tracking things happening on your infrastructure. It helps you to detect issues as they occur and to take action in order to counter them.
  • Observability, on the other hand, involves the collection of data. By analyzing them, it allows you to get insights about the system’s overall state.

As Lucas and his team at IBM Cloud faced issues with their old infrastructure as a big monolithic, they decided to separate it into many smaller parts – you could call them microservices. They integrated tons of tests, like about 50k of regression cases, and refactored many parts of their infrastructure’s code for better unit tests. All of that made them learn one lesson: Testing in pre production environments is not always enough.

Not testing in prod is like not practicing with the full orchestra because your solo sounded fine at home.

Usually, even the best pre-prod environment is much smaller than the actual prod environment and therefore not suitable for certain tests. Testing in production does not mean only testing in production.
Another lesson they learned: It’s not always possible to fix issues in your environment, due to not having enough metrics and logs. There are 4 golden pillars for every operation: Latency, Throughput, Errors and Saturation. There are some existing solutions that are great at adding observability to the interactions between services. They include Grafana, OpenTelemetry, istio and honeycomb. But all these were not able to satisfy all needs of Lucas‘ Team. As a solution, they made a custom tool in golang, called „The Observability context“. Basically, it provides consistency throughout execution flows and across the observability pillars. They are using the new tool for measuring code performance.

Observability changed their mindset. Now, it’s not only about features and „Runs everything?“, but more „How good is it working?“. Introducing observability actually decreased the number of problems customers are facing. This shift not only overcomes testing limitations but also minimizes customer-facing issues. Observability emerges as a key catalyst for continuous improvement and reliability in modern cloud environments.

Björn Berg
Björn Berg
Junior Consultant

Björn hat nach seinem Abitur 2019 Datenschutz und IT-Sicherheit in Ansbach studiert. Nach einigen Semestern entschied er sich auf eine Ausbildung zum Fachinformatiker für Systemintegration umzusteigen und fing im September 2021 bei NETWAYS Professional Services an. Auch in seiner Freizeit sitzt er viel vor seinem PC und hat Spaß mit diversen Spielen, experimentiert auch mit verschiedenen Linux-Distributionen herum und geht im Sommer gerne mal campen.

OSMC 2023 | What’s new with Grafana Labs’s Open Source Observability stack

I already mentioned in my recap of this year’s OSMC that I will go into more details about Sebastian Schubert’s talk giving an update on Grafana Labs’s Open Source Observability stack. In fact, I was so interested in the topic I volunteered for this blog post and made our Event team assign me the talk.
You may ask why, so you very likely are one of those who know Grafana very well but have not heard of all the other tools Grafana Labs has added to their stack over the last years. I myself just started a while ago digging deeper into it, and it feels like I can find some gold nugget down there. So I want to spread the word and perhaps cause a gold rush! 😉

 

Grafana

Sebastian started with a short introduction of him and by asking the audience who knows Grafana Logo Grafana. He was excited for sure that everyone in crowd did know about Grafana. So let’s start with the updates on Grafana. With Grafana being around for quite a while and having become the dashboard solution to go for most people it does not wonder that the most improvements are small but helpful convenience features. His examples were how the empty dashboard and panel editor were improved to help users to get the best representation of their data. Another improvement was the UI helping specifically with writing TraceQL queries instead of just taking an already existing statement which could be hard to come up with.

A completely new thing is the Visual Studio Code integration for editing and previewing dashboards. Looking at the number of colleagues using it, seeing integrating in many other tools as their Web IDE (integrated development environment) and personally thinking it is the best solution developed by Microsoft, having such an integration will make many people happy and grow the user base further.

But Grafana Labs does not only want to grow the user base, they also want to make developer’s life easier by working on a Developer Portal which combines all related information in one place. Please learn a lesson from this if working on a project where it is hard to get all the information needed to get into it!

Screencapture of the talk at the beginning

Mimir

While Mimir Logo Mimir is also around for some time, the metric solution of the stack needs some introduction especially compared to its more well-known competitors. Mimir is the (or one) successor of Cortex and the equivalent to Grafana Enterprise Metrics as an Open Source solution. Something Grafana Labs did with the complete stack, providing an equivalent to its Enterprise solution for the community as true Open Source.

Mimir was extended and improved over the last year. Most improvements I would summarize as performance enhancement in some way. But there were also new features added like allowing for alerts being sent to Webex or support for Redis as caching solution and Hashicorp Vault for more secure credential storage.

 

Loki

Loki Logo Loki has a similar problem like Mimir. It has more established competitors as log management solutions so it is not known by so many people, but I think it has some advantages you should be aware of. Sebastian did compare it more to Prometheus than its competitors as it uses a similar label-based design. On his format slide he explained this very well that an entry for Loki consists of a timestamp in nanoseconds and labels which get indexed to speed up queries and the not indexed content allowing for post-processing where all other solutions require you to optimize your data for the expected queries already before storing them.

Loki format

As you may guess post-processing could be the bottleneck in such a design, but Loki has solved this already quite well and Grafana Labs is constantly reducing the resource consumption what made me happy to hear.

 

Tempo and all the other components

Speaking about Tempo Logo Tempo Sebastian had to increase his at this point of the talk recognizing he can barely fit all the updates from one year for the complete stack in one talk. So starting with the solution for traces he got less into details. Tempo is comparable to the other solutions mentioned earlier but for traces and for this it needs many data.

Beyla Logo Beyla is another tool for tracing with a release pending and very likely to be shown in detail to the public in the near future.

Faro Logo Faro adds Frontend/Browser monitoring to the stack allowing to get details on the real user experience.

And last but not least Pyroscope Logo Pyroscope adds profiling which makes the stack cover a very big amount of data. All of those being visualized in the end as a dashboard in Grafana.

Screencapture of the talk at the end

So I really recommend at least having a look into the stack and watching the recording of Sebastian Schubert’s talk „What’s new with Grafana Labs’s Open Source Observability stack“ is a good starting point for this! Another starting point could be our training on InfluxDB & Grafana.

We hope to see you around at OSMC 2024! Stay in touch and subscribe to our Newsletter!

Dirk Götz
Dirk Götz
Principal Consultant

Dirk ist Red Hat Spezialist und arbeitet bei NETWAYS im Bereich Consulting für Icinga, Puppet, Ansible, Foreman und andere Systems-Management-Lösungen. Früher war er bei einem Träger der gesetzlichen Rentenversicherung als Senior Administrator beschäftigt und auch für die Ausbildung der Azubis verantwortlich wie nun bei NETWAYS.

OSMC 2023 | Take a Walk Down Memory Lane!

Exciting news – the OSMC 2023 archives are now online! Whether you attended or missed out, you can now catch up on all the talks, speaker slides, and awesome photos from the conference.

 

Video Recordings

Dive back into the insightful talks of OSMC 2023. Our archives provide all video recordings, allowing you to immerse yourself in the expertise and engaging discussions shared by industry experts and leaders. From expert insights to cool demos and case studies, there’s a diverse range of content. Perfect for both beginners and pros.

 

Speaker Slides

Follow along with the presentations using our speakers’ slides. It’s a great way to review key points and get a deeper understanding of the topics discussed. Whether you’re a visual learner or simply want to revisit the material at your own pace, the inclusion of speaker slides enhances your learning experience.

 

Event Photos

A picture is worth a thousand words, and our collection of photos from OSMC 2023 tells a story of its own. Take a look back and relive the conference, capturing the vibrant atmosphere, engaged participants, and memorable moments.

So, what are you waiting for? Visit our event website, head to the Archives section, and enjoy!

Katja Kotschenreuther
Katja Kotschenreuther
Manager Marketing

Katja ist seit Oktober 2020 Teil des Marketing Teams. Als Manager Marketing kümmert sie sich hauptsächlich um das Marketing für die Konferenzen stackconf und OSMC sowie unsere Trainings. Zudem unterstützt sie das Icinga Team mit verschiedenen Social Media Kampagnen und der Bewerbung der Icinga Camps. Sie ist SEO-Verantwortliche für all unsere Websites und sehr viel in unserem Blog unterwegs. In ihrer Freizeit reist sie gerne, bastelt, backt und engagiert sich bei Foodsharing. Im Sommer kümmert sie sich außerdem um ihren viel zu großen Gemüseanbau.