🌍 Public RSVP
AI-Native Platforms: From AI-Assisted Operations to Running AI Workloads
When
Thursday, 19 November 2026
18:00–22:00
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**We are looking for speakers! Get in touch. The detailed agenda will follow soon.** AI is not only a tool that helps engineers work faster. AI introduces new types of systems to operate: models, agents, AI-enabled applications, and workloads with different requirements than traditional deterministic software. Platform and DevOps teams are feeling this from two directions: growing mental load as new domains (models, agents, AI infrastructure) enter their responsibility — and an incoming wave of AI-generated and "vibe-coded" applications with very different reliability characteristics than the deterministic apps we know. AI-assisted operations is one of the key levers for keeping up with exactly this complexity. The meetup explores how platform teams need to adapt: * How can AI help DevOps teams handle increasing complexity? * What new capabilities are needed to operate AI workloads reliably? * How do we balance innovation, governance, security, and operational reality? **Potential Talk Topics** * **AI-assisted operations:** root cause analysis, log intelligence, and incident response * **Auto-healing and self-remediation:** where it works, where it does not * **AI-assisted development workflows:** bug triage, code analysis, and delivery pipelines * **Operating AI workloads on Kubernetes:** security, scalability, and reliability challenges * **LLMOps in practice:** observability, cost management, and model lifecycle operations * **AI gateway and token governance patterns:** Bedrock, Databricks, and similar approaches * **Identity and permissions for AI workloads:** managing access between development, production, and AI agents * **Model Context Protocol (MCP) and agent-based platforms:** production considerations * **Security and compliance** for AI-enabled systems
- Where
- SQUER Solutions, Vienna
- Organizer
- Vienna DevOps
- Who's going
- ~50 expected
- Registration
- 🌍 Open to all
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