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World Congress 2026 Europe • Jul 9, 2026 • Session details

Designing UX for SRE Agents in High-Stakes Incidents

Osmar Matos

Why force SREs to navigate conversational mazes during 3 AM system crashes? Discover how the un-shell pattern transforms generative AI into trusted, structural UIs for high-stakes incidents.

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#1 about 2 min

Balancing deterministic and generative interfaces in AI applications

Designing predictable user interfaces becomes challenging when generative AI creates dynamic and unpredictable outputs.

#2 about 2 min

Empowering site reliability engineers with integrated AI agents

AI agents embedded directly within production infrastructure help engineers quickly identify the root cause of late-night system failures.

#3 about 3 min

Implementing declarative generative interfaces for incident investigations

Providing specific structural guidelines enables large language models to dynamically generate contextual charts and server command visualizers during troubleshooting.

#4 about 2 min

Extracting AI capabilities into predictable dashboard interfaces

The un-shell pattern translates complex generative chat queries into accessible deterministic dashboards and centralized search functionalities.

#5 about 2 min

Automating root cause analysis through proactive AI investigation

Proactive artificial intelligence systems automatically investigate alerts to present human operators with comprehensive incident summaries and tailored prevention strategies.

Matching moments

4:32 min

Audience Q&A on tooling choices and AI application prototyping

MIlan Todorović MIlan Todorović · World Congress 2026 Europe

4:38 min

Designing user experiences defensively against AI application failures

Krzysztof Cieślak Krzysztof Cieślak · World Congress 2024

9:45 min

AI agents replacing traditional web interfaces

2:00 min

Integrating human engineers and autonomous agents in the SDLC

Laura Thorson Laura Thorson · World Congress 2026 Europe

2:11 min

The shift from predictable UX to adaptive AI experiences

Madalena Costa Madalena Costa · Europe 2026 Virtual

1:44 min

Summarizing developer experience and artificial intelligence companions

Robert Hoffmann Robert Hoffmann +1 · LIVE

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