Talks
Michael's talks focus on Agentic AI modernization, Embedded research, DevSecOps efficiency, CI/CD, Developer Experience, SRE/Observability – overall, learning in public together. Michael loves live demos and engaging with the audience, especially with unpredictable Agentic AI.
In Michael’s speaking experience, you’ll find 70+ talks with slides and/or recordings, starting in 2012. You can also watch recordings in the Developer Advocacy at GitLab playlist.
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Upcoming events
- Planning: FY27 DevRel events + developers.events
- 2026-07-08 - 10: WeAreDevelopers World Congress Europe, Berlin, Germany
- 2026-09: GitLab DACH Epic on Tour - Zurich, Switzerland + Duesseldorf, Germany
- 2026-10-05 - 09: Devoxx Belgium, Antwerp, Belgium
- 2026-10-16 - 18: DevOps Camp Nuremberg, Germany
- 2026-11: GitLab DACH Epic on Tour - Vienna + Stuttgart
- 2027: FOSDEM, OOP conference by heise, Embedded World
2026
Agentic AI modernization, use cases, live demos, Tanuki IoT Platform development.
We Are Developers World Congress 2026: When Agents Meet Legacy - Never Change a Running System
2026-07-10 (issue)
When Agents Meet Legacy: Never Change a Running System - We Are Developers 2026
When Agents Meet Legacy: Never Change A Running System We Are Developers World Congress 2026 Slides: https://dnsmichi.click/when-agents-meet-legacy-we-are-developers-2026 1
GitLab DACH Epic on Tour 2026 Frankfurt, Berlin: What's New in GitLab: Live, Unrehearsed, and Agentic
Note: This is a customer focussed event series with hands-on interactive live demos with Agentic AI. The slides are backup to the live demo runbook.
What’s New in GitLab: Live, Unrehearsed, and Agentic - DACH Epic on Tour 2026
What’s New in GitLab: Live, Unrehearsed, and Agentic DACH Epic on Tour 2026 Public slides: https://dnsmichi.click/new-gitlab-live-unrehearsed-agentic-dach-epic-on-tour-2026 1
2025
Learning AI 101, Agentic AI use cases, Open Source and AI, Embedded research with AI, CI and Hardware-in-the-loop.
GitLab DACH Roadshow 2025: Efficient DevSecOps workflows … with a little help from my AI Agents
Note: This is a product use cases talk with live demos. The slides are updated weekly after each roadshow stop (Frankfurt, Zurich, Munich, Dusseldorf, Berlin, Vienna) to iterate on customer feedback, and add new monthly GitLab Duo Agent Platform releases. A Changelog is available at the end of the slides.
Efficient DevSecOps workflows with a little help from my AI Agents - GitLab DACH Roadshow 2025 - FY26
Efficient DevSecOps workflows … with a little help from my AI Agents GitLab DACH Roadshow 2025 Welcome to the use cases deep dive with Agentic AI … or how I like to call it - Efficient DevSecOps Workflows with a little help from my AI Agents This session will be mix of practical use case examples…
Bitkom Forum Open Source: Breaking and Entering (Open Source): AI for Swift Contribution
Slides are English, presented live in German.
Talk: Open Source entschlüsselt: Mit KI-Werkzeugen schneller zur erfolgreichen Mitarbeit - Bitkom Forum Open Source 2025 [German]
Open Source entschlüsselt: Mit KI-Werkzeugen schneller zur erfolgreichen Mitarbeit Bitkom Forum Open Source, 2025-09-18
#everyonecancontribute #opensource #transparency #ai | 🦊 Michael Friedrich 🌈
Contributing to, and maintaining Open Source with a little help from AI ... I enjoyed sharing my experience and learnings at Bitkom Forum Open Source today. 🌱 🤔 Understanding how AI works is crucial for better results - How to get started with local LLMs, Ollama, LLMs on Raspberry Pi and NVIDIA Jetson
💡 Open source getting started use cases: Get help, onboarding, explain algorithms
🤗 Collaboration: Good first issues, discussion summaries, Merge Request summaries, Code Reviews, CI/CD troubleshooting
🚀 Tips for better AI outputs - STAR model, explain it live I am five, say please/thanks, learning talks from Open Source @ Siemens and ContainerDays
⚡ Advanced use cases with Knowledge Graph and Agentic AI: Documentation generation, code modernization (C++, Java, COBOL, etc), understand and fix vulnerabilities
✨ Everyone can contribute: As contributor, OSS and commercial AI tools. As maintainer, AI transparency in MRs (GitLab contribution flow)
🤝 Enablement and sponsoring: Subscriptions, hardware for LLMs, knowledge sharing in communities and meetups (hint: DevOps Camp Nuremberg on Oct 10) Thanks for hosting me Holger Koch 💜🦊 Slides with all learning resource links in the comments. 👇 #EveryoneCanContribute #OpenSource #Transparency #AI
🦊 Michael Friedrich 🌈
Container Days 2025: Evolving the Edge: AI, CI and Hardware-in-the-Loop for Embedded
Talk: Evolving the Edge: AI, CI, and Hardware-in-the-Loop for Embedded - Container Days 2025
Evolving the Edge: AI, CI, and Hardware-in-the-Loop for Embedded Container Days, 2025-09-11 Welcome to my talk! Today we want to dive deep into my research on embedded development, and how CI with Hardware-in-the-loop and AI can help make a difference. Note before we start: The industry is moving…
#cds25 | 🦊 Michael Friedrich 🌈
Thanks everyone for joining my ContainerDays talk “Evolving the Edge: AI, CI, and Hardware-in-the-Loop for Embedded” 💜 -- last-minute hacks worked well for the live demo running on my Raspberry Pi 5 cluster and NVIDIA Jetson at home ⚡ 💡 Slides and open-source GitLab repos with developed Ansible playbooks and AI, CI, Embedded research in the comments. 🤗 Learned from your questions and feedback today 🌱 Flash firmware via USB -- export CI artifacts from Docker build job to GitLab server, pull them into the “on host” shell CI flash job with direct device access to USB. 💡 Knowledge Graph for code indexing and LLM/Agentic AI context -- at GitLab, we are building a Knowledge Graph for the platform, learn more in 18.3 and 18.4 blog posts. Future talk ideas :) 🤩 Learned: You can run GitLab CI Runner directly on the NVIDIA Jetson Orin Nano. -- Thank you, that was missing in my research, I was very busy the last weeks :) 🤔 How to validate AI-generated fixes -- run regular CI/CD jobs (lint, build, etc.) and also provide tool calls through MCP for other QA agents. Put long-running flows into background agents/schedules on the platform. We are building this into the GitLab Duo Agent Platform, currently in Beta. 🖨️ How to get real feedback from connected hardware sensors like LEDs? -- Find a suitable output, like serial UART modem logging/events, or direct sensor fetch through Agent tool calls that directly talk to the hardware. 🚧 Waveform analysis for anomaly detection can be problematic and could generate unsafe code. -- Need better understanding and customer awareness of what is possible. 🤖 Will AI evolve into an operating system to control all devices -- interesting idea. AI will aid in automation and orchestration, much like the breakthroughs with IaC and DevOps. We are now evolving with Agent Platforms; at the Operating System level, I’d also like to see some “Human in the Loop” and be the operator of AI Agents myself, still. #CDS25
🦊 Michael Friedrich 🌈
Open Source @ Siemens 2025: Learning AI 101: Practical Foundations for Developers
Talk: Learning AI 101: Practical Foundations for Developers - Open Source @ Siemens 2025
Learning AI 101: Practical Foundations for Developers Open Source @ Siemens, 2025-06-03 Welcome to my talk about Learning AI 101 - Practical Foundations for Developers. This is a new story to being told, my own learning story with AI since 2023 – thanks Roger for inviting me to speak a few weeks…
Chemnitz Linux Days: Efficient DevSecOps workflows with reusable CI/CD Components
Talk: Efficient DevSecOps workflows with reusable CI/CD Components - Chemnitz Linux Days 2025
Efficient DevSecOps workflows with reusable CI/CD Components Chemnitz Linux Days 2025, 2025-03-22
Recording: https://media.ccc.de/v/clt25-284-efficient-devsecops-workflows-with-reusable-cicd-components
2024
Focus on DevSecOps efficiency and AI - use cases, daily best practices, customer feedback, live demos.
IT-Tage 2024, Frankfurt, Germany: Efficient DevSecOps Workflows with a little help from AI
Talk: Efficient DevSecOps workflows with a little help from AI - IT-Tage 2024
Michael Friedrich Effiziente DevSecOps Workflows … with a little help from AI
GitLab DACH Roadshow Dusseldorf, Zurich, Berlin, Vienna, Stuttgart
https://go.gitlab.com/JRFMG4 Note: This is a GitLab customer-focused event and talk.
Efficient DevSecOps Workflows with a little help from AI - DACH Roadshow FY25 - Michael Friedrich
Efficient DevSecOps Workflows with a little help from AI [Today | In the next 30 minutes], we want to talk about Efficient DevSecOps Workflows … with a little help from AI.
DevSecOps Nuremberg: Efficient DevSecOps Workflows with AI - hands-on workshop session
Efficient DevSecOps workflows with a little help from AI - DevOps Camp Nuremberg 2024
Efficient DevSecOps workflows with a little help from AI DevOps Camp Nuremberg 2024 [Today | In the next 30 minutes], we want to talk about Efficient DevSecOps Workflows … with a little help from AI. [ Internal note: Organization CFP issue: https://gitlab.com/gitlab-com/marketing/corporate_market…
https://gitlab.com/gitlab-da/use-cases/ai/ai-workshops/gitlab-duo-ai-devops-camp-2024-10-12
InfoQ Dev Summit Munich: Efficient DevSecOps Workflows with a little help from AI
Talk: Efficient DevSecOps workflows with a little help from AI - InfoQ Dev Summit Munich 2024
Efficient DevSecOps workflows with a little help from AI [Today | In the next 30 minutes], we want to talk about Efficient DevSecOps Workflows … with a little help from AI. [ Internal note: Organization CFP issue: https://gitlab.com/gitlab-com/marketing/corporate_marketing/corporate-marketing/-/i…
Container Days 2024: Efficient DevSecOps Workflows with a little help from AI
Talk: Efficient DevSecOps workflows with a little help from AI - Container Days EU 2024
Efficient DevSecOps workflows with a little help from AI [Today | In the next 30 minutes], we want to talk about Efficient DevSecOps Workflows … with a little help from AI. [ Internal note: Organization CFP issue: https://gitlab.com/gitlab-com/marketing/corporate_marketing/corporate-marketing/-/i…
Open Source @ Siemens 2024: Efficient DevSecOps with CI/CD Components
Talk: Efficient DevSecOps with CI/CD Components - Open Source @ Siemens
Efficient DevSecOps with CI/CD Components Open Source @ Siemens, 2024-05-14
QCon London 2024: Efficient DevSecOps workflows with a little help from AI
Talk: Efficient DevSecOps workflows with a little help from AI - QCon London
Efficient DevSecOps workflows with a little help from AI QCon London 2024
Efficient DevSecOps Workflows with reusable CI/CD Components
Slides: https://go.gitlab.com/VYS051
2023
Early research with eBPF, Observability, Chaos engineering, and the first steps with AI and DevSecOps use cases.
Cloud Native Saar Meetup: Efficient DevSecOps workflows with a little help from AI
Cloudnative Saar Meetup: Efficient DevSecOps workflows with a little help from AI
Efficient DevSecOps workflows with a little help from AI Cloud-native Saar Meetup, 2023-11-29
KubeCon NA 2023, GitLab lightning talk: Efficient DevSecOps workflows with a little help from AI
KubeCon NA 2023-Michael Friedrich-Efficient DevSecOps workflows with a little help from AI
Efficient DevSecOps workflows with a little help from AI https://gitlab.com/gitlab-com/marketing/corporate_marketing/corporate-marketing/-/issues/8410
KubeCon NA 2023, GitLab lightning talk: Observability for Efficient DevSecOps Pipelines
KubeCon NA 2023-Michael Friedrich-Observability for Efficient DevSecOps Pipelines
Observability for Efficient DevSecOps Pipelines https://gitlab.com/gitlab-com/marketing/corporate_marketing/corporate-marketing/-/issues/8411
KubeCon NA 2023, GitLab lightning talk: Simplifying CI/CD Pipelines with Component Catalogs
KubeCon NA 2023-Michael Friedrich-Simplifying CI/CD Pipelines with Component Catalogs (current)
Simplifying CI/CD Pipelines with Component Catalogs Or … DevSecOps Efficiency with reusable workflows
Container Days 2023: From Monitoring to Observability: eBPF Chaos
Container Days 2023: From Monitoring to Observability: eBPF Chaos
From Monitoring to Observability: eBPF Chaos Michael Friedrich In the next 30 minutes, you will learn about my story learning eBPF, how it helps debugging production incidents, and how this correlates with Chaos. We will also explore new ideas where eBPF can help with Observability and security c…
Cloudland 2023: Observability for Efficient DevSecOps Pipelines
Cloudland 2023: Observability for Efficient DevSecOps Pipelines
Observability for Efficient DevSecOps Pipelines Introduction 3
Cloudland 2023: Learning eBPF for better Observability
Cloudland 2023: Learning eBPF for better Observability (Workshop)
Learning eBPF for better Observability Workshop Introduction 3
KubeCon EU 2023, GitLab booth lightning talk: Efficient DevSecOps Pipelines in a Cloud Native World
KubeCon EU 2023 LT-Michael Friedrich-Efficient DevSecOps Pipelines in a Cloud-Native World
Efficient DevSecOps Pipelines in a Cloud Native World
QCon London: From Monitoring to Observability: eBPF Chaos
QCon London: From Monitoring to Observability: eBPF Chaos
From Monitoring to Observability: eBPF Chaos Michael Friedrich In the next 50 minutes, you will learn about my story learning eBPF, how it helps debugging production incidents, and how this correlates with Chaos.
Chemnitz Linux Days: Efficient DevSecOps Pipelines in a Cloud Native World
Chemnitz Linux Days 2023: Efficient DevSecOps Pipelines in a Cloud-Native World
Efficient DevSecOps Pipelines in a Cloud Native World
Config Management Camp: From Monitoring to Observability: eBPF Chaos
From Monitoring to Observability: eBPF Chaos
From Monitoring to Observability: eBPF Chaos Michael Friedrich
Archive
You made it this far: Here's to everything in from 2012 to 2022 in the archive :)