Where do engineering delivery delays most often appear? A) Dependencies B) Decision bottlenecks C) Changing priorities D) Team execution devopscon.io/blog/why-engine… #DevOpsCon

Your LLM calls tools correctly only 77% of the time. Function calling gets sold as the holy grail of LLM integration. ⚠️The reality: accuracy sat near 54% last year and around 77% now with a top model. That means roughly a third of your tool calls still misfire. Build for the failures, not the demo. 🎥 Session: Taming LLMs: Observability, Tracing, and Security in the Wild 🎤 Speaker: Torsten Bøgh Köster 👉Get access to the full video for free: devopscon.io/video-library-a…  📍 Catch more sessions at DevOpsCon Munich November 30 – December 4, 2026. #DevOpsCon #LLM #PlatformEngineering #AIEngineering

When people first made text readable for the blind, they embossed printed letters. Obvious. It barely worked, fingertips couldn’t tell the shapes apart. Then Louis Braille rethought it from scratch: six dots, built for touch, not sight. Same text, a representation designed for how it would actually be read. Giving AI agents access to your internal developer portal is the embossed-letters version. The portal was built for human fingers: menus, templates, golden paths. An agent doesn’t click through any of it. It needs the platform underneath, in a form software can consume. Based on what we learned at DevOpsCon New York, our latest article breaks down the three foundations of an agent-ready platform: Capabilities the agent can invoke, like provisioning infrastructure or deploying apps. Context about the systems those actions touch. Controls that define what the agent is and isn’t allowed to do. Read the full piece on how to implement this in your IDP. devopscon.io/blog/internal-d… This is exactly the conversation at DevOpsCon Munich, where [Russell Miles] leads the AI Platform Engineering Day roundtable, [Hossein Salahi] asks us to forget the portal entirely, and [Matteo Emili], [Max Körbächer],  and [Johannes Rudolph] dig into what platform engineering becomes in the agent era. #DevOpsCon #PlatformEngineering #InternalDeveloperPlatform #AIAgents #DevOps #MCP

When people first made text readable for the blind, they embossed printed letters. Obvious. It barely worked, fingertips couldn’t tell the shapes apart. Then Louis Braille rethought it from scratch: six dots, built for touch, not sight. Same text, a representation designed for how it would actually be read. Giving AI agents access to your internal developer portal is the embossed-letters version. The portal was built for human fingers: menus, templates, golden paths. An agent doesn’t click through any of it. It needs the platform underneath, in a form software can consume. Based on what we learned at DevOpsCon New York, our latest article breaks down the three foundations of an agent-ready platform: Capabilities the agent can invoke, like provisioning infrastructure or deploying apps. Context about the systems those actions touch. Controls that define what the agent is and isn’t allowed to do. Read the full piece on how to implement this in your IDP. devopscon.io/blog/internal-d… This is exactly the conversation at DevOpsCon Munich, where Russell Miles leads the AI Platform Engineering Day roundtable, Hossein Salahi asks us to forget the portal entirely, and Matteo Emili, Max Körbächer, and Johannes Rudolph dig into what platform engineering becomes in the agent era. #DevOpsCon #PlatformEngineering #InternalDeveloperPlatform #AIAgents #DevOps #MCP

🎓 Education is one of the most valuable investments you can make. So why not just do it at a cheaper price? ⏳ Only 48 hours left for DevOpsCon Munich Early Bird prices! 🔹 Save up to €390 🔹 Get 1 year of Fullstack Access + 6 months of video recordings with the devmio Special 🔹 Access the Platform Engineering Summit 🎟️ Get your ticket before Early Bird ends! devopscon.io/munich/tickets-… 📍 DevOpsCon Munich | November 30 – December 4, 2026 #DevOpsConMunich #PlatformEngineering #CICD #Kubernetes

🎤 We ask, the experts answer. Q. How has working in support shaped the way you think about shipping software? 💡 Watch James Eastham’s full answer — hint: a lot of pain, but valuable lessons! 📍 Catch more expert insights at DevOpsCon Munich! 📅 November 30 – December 4, 2026 #DevOpsCon #SoftwareEngineering #DevOps

GitOps scales. Does your design? Repo structure, rendering depth, promotion and drift policy all get more expensive to fix as fleets grow. devopscon.io/blog/gitops-at-… #DevOpsCon #GitOps

🧩 More teams. More tools. More complexity. Is DevOps still scaling with you? When tool sprawl and cognitive overload start slowing developers down, Platform Engineering might be the antidote. 💊 📖 In this free whitepaper, “Is Platform Engineering Right for You?”, discover: 🔹 When an internal developer platform makes sense 🔹 How to reduce cognitive load and improve developer experience 🔹 How to standardize workflows without losing team autonomy 🔹 Why Platform Engineering builds on DevOps — not replaces it 🎁 Download the whitepaper for FREE and find out whether Platform Engineering is the right prescription for your organization. devopscon.io/whitepaper/core… #PlatformEngineering #DeveloperExperience #DevOpsCon

🛡️ Self-service and control are not opposites. 👉 Read: devopscon.io/whitepaper/plat… #DevOpsCon

🤖 The AI agent that got stuck scaling the wrong database. 🚨 A Kubernetes cluster ran out of resources. An alert fired to Slack, triggering an AI agent to investigate the logs and fix the issue. The problem? In about five cases out of ten, the agent misread the logs, scaled the wrong resource, and repeated the mistake every few minutes.⚠️ One real-world example of how AI agents can turn automation into runaway execution. 🎥 Session: Ensuring Security and Compliance in the Cloud by Governing AI Agents   🎤 Speaker: Romina Druta 👉 Get free access to the full session video:   devopscon.io/video-library-a… 📍 Catch more sessions at DevOpsCon Munich  November 30 – December 4, 2026. #DevOpsCon #DevSecOps #Kubernetes #AgenticAI

📈 From low automation and isolated teams to an autonomous DevOps culture. How did Atruvia get there? 📖 In his article, Viktor Bekaj shares Atruvia’s journey toward DevOps and SRE. 💡 What you can learn: the best practices, tools, and cultural changes needed to build a successful DevOps environment. 👉 Read “The Journey to DevOps and SRE” devopscon.io/blog/journey-to… #SRE #DigitalTransformation #DevOpsCon

💌 Invitation from Nir Koren: Be a Jenkins CI/CD Pro! From installation and configuration to writing jobs, building pipelines, and automating job creation — learn Jenkins from scratch to master. 👀 Whether you’re a junior engineer or a Jenkins power user, this workshop is for you. 🎥 Hear directly from Nir Koren, DevOps Team Leader at SAP 📍 DevOpsCon Munich | November 30 – December 4, 2026 🎟️ Explore the workshop and register: devopscon.io/continuous-inte… #DevOpsCon #Jenkins #CICD

🎤 We ask, the experts answer. Q. How can AI help teams understand their systems better? 💡 Watch James Eastham’s full answer — hint: LLMs! 📍 Catch more expert insights at DevOpsCon Munich 📅 November 30 – December 4, 2026 #DevOpsCon #Observability #SoftwareEngineering

Freedom isn't free. It's designed. Swipe to see why. 1 / Designed freedom: independent movement needs structure. 2 / The paradox: agents can generate work faster than humans can review every line. 3 / The roadmap: Write → Delegate → Orchestrate → Govern. 4 / Your next move: understand which system builds the software, and how to control it. Can your agents execute real workflows, not just call isolated tools? Our four-slide carousel is a starting point. The article explains the skills and decisions behind each stage. The point isn't to reach maximum autonomy. It's to design the right degree of autonomy without losing responsibility. Read Lars Röwekamp's article: devm.io/machine-learning/wha… Explore AI Native Week: devm.io/ai-native-week/ #AgenticAI #AIEngineering #AgenticEngineering #VibeCoding #MLOps #API #AInative

📈 Scaling up is easy. Keeping everything reliable as you grow? That’s the real challenge. At DevOpsCon Munich, explore four sessions that tackle the challenges of scaling cloud infrastructure: 🔹 Digital Sovereignty with OpenStack on Kubernetes — Christian Salzmann-Jäckel 🔹 Mastering CI/CD on Kubernetes — Thomas Kruse 🔹 Nobody Ever Got Fired for Implementing Multi-AZ — Renato Losio 🔹 Terraform in Practice: Modules, Remote State & CI/CD Automation — Patrick Koch 📍 DevOpsCon Munich | November 30 – December 4, 2026 👉 Explore the sessions and add your favorites to your agenda: devopscon.io/munich/program-… #DevOpsCon #CloudNative #Kubernetes #PlatformEngineering

🎧 Platform engineering is not really about Kubernetes, portals, or Terraform. 👉 Listen: devopscon.io/whitepaper/plat… #DevOpsCon

GitOps can scale. The design around it is often where problems begin. Victor Estival looks at repo topology, rendering, promotion and drift at fleet scale. devopscon.io/blog/gitops-at-… #DevOpsCon #GitOps

🍺 In 1814, scaling up flooded London’s streets with beer. GitOps at scale can create similar chaos. One bad merge can affect every cluster. 📖 This article explores four design decisions to keep GitOps reliable as your fleet scales. 📈 👉 Read the article: devopscon.io/blog/gitops-at-… 👉Take the topic further at DevOpsCon Munich: devopscon.io/munich/program-… #DevOpsCon #GitOps #Kubernetes #PlatformEngineering

🎁 We want to give you all these extras for free — but there’s only one week left! ⏳ 🔹 Save up to €480 on your ticket  🔹 Join AI Platform Engineering Day 🔹 Access the Platform Engineering Summit 🔹 Get a free gadget with a 4-Day or 5-Day Pass 🎟️ Click here to explore programs that elevate your DevOps game. devopscon.io/munich/program-… #DevOpsConMunich #PlatformEngineering

AI engineering isn't just about writing better prompts. It's about understanding how your responsibility changes as AI takes on more work. Where are you on the four-stage journey? LEVEL 0 · WRITE. You build software directly. LEVEL 1 · DELEGATE. AI handles scoped tasks; you review. LEVEL 2 · ORCHESTRATE. Multiple agents work; you coordinate. LEVEL 3 · GOVERN. You design and improve the system itself. Our AI Engineering cheat sheet makes this progression tangible and pairs each stage with selected sessions at AI Native Week Berlin. Frank Kilcommins explores workflows AI agents can execute, while Michael Hablich examines how to evaluate agent tools and skills. Can your agents execute real workflows, not just call isolated tools? Find your level. Then level up. Read Lars Röwekamp's article: devm.io/machine-learning/wha… See the sessions: devm.io/ai-native-week/ #APIConference #APIs #AgenticAI