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Frontier AI breakthroughs grab headlines, but real success lies in whether systems hold when millions query at once, GPUs fail mid-inference, or upstream dependencies degrade.
Inspired by Rootly's Top People Making the World More Reliable, this session unpacks the operational lessons of 2026. Join infrastructure leaders & SREs to explore practical architectures that prevent cascading failures, automate incident response, & turn non-deterministic AI into dependable enterprise software.
Key Topics:
Cluster & Compute Resilience: Mitigating GPU node failures, memory leaks, & distributed training/inference interruptions.
Inference Under Pressure: Designing fallbacks, caching, & circuit breakers for real-time model & agent workflows.
Redefining AI SLOs: Measuring uptime, latency tails, & reliability in probabilistic systems.
Postmortems in Practice: Blameless breakdowns of 2026's high-impact AI outages & architectural takeaways.
Who Should Attend
SREs & DevOps Engineers: Teams managing distributed cloud scale, high availability, & multi-nines uptime.
MLOps & Platform Engineers: Engineers building inference pipelines, model serving platforms, & GPU orchestration layers.
Incident Commanders & Ops Leads: Leaders guiding Sev-1 response playbooks, runbooks, & on-call practices.
Technical Leaders (CTOs, VPs, Directors): Decision-makers balancing rapid AI deployment with platform stability & customer trust.
Agenda
Check-in & Networking: 5:30 p.m. - 6:30 p.m.
Fireside Chat: 6:40 p.m. - 7:20 p.m.
Audience Q&A: 7:20 p.m. - 7:35 p.m.
Networking & Social Hour: 7:35 p.m. - 8:30 p.m.
End: 8:30 p.m.
About Rootly AI
Rootly AI is the AI-native on-call & incident response platform that provides proactive support to help Site Reliability Engineers resolve incidents faster, improve system resilience, & streamline on-call operations. It's your always-on SRE copilot that automates root cause analysis & identifies patterns that drive continuous improvement-trusted by hundreds of companies like LinkedIn, NVIDIA, Replit, Elastic, Canva, Clay, Tripadvisor, & Shell.
About Hanwha AI Center
Hanwha AI Center (HAC) is a catalyst for technological innovation, bringing together passionate builders, entrepreneurs, & investors to shape the future. As pioneers in the digital transformation era, we are committed to fostering a community centered on AI & frontier technologies, creating a space where innovation thrives through collaboration & shared purpose.
About Bespoke Healthcare
Bespoke Healthcare is an integrated care model: registered dietitians & certified exercise coaches on one plan, personalized to your biology & your life, with Shifu, an AI assistant, supporting them between visits so this kind of care is accessible to anyone. Trusted by employees at Google, Apple, Asana, Waymo, & Rootly AI.
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