FLEX2 Analytics in AMBR250 Upstream Biologics Workflows | Amogha Tenneti | Conf42 SRE 2026

Presenters Amogha Tenneti Source Conf42 SRE 2026 From Lab Bench to High-Throughput: How SRE Principles Revolutionized Biologics Automation 馃殌馃敩 Good morning, everyone! Amogha Tenneti here, and I鈥檓 thrilled to share a fascinating journey with you. We often associate Site Reliability Engineering (SRE) with the world of software, protecting our digital systems from outages and ensuring seamless user experiences. But what if I told you that the very same SRE principles can unlock incredible reliability, compliance, and scalability in a highly regulated, hands-on environment like a biological process development lab? ...

March 19, 2026 路 5 min

Human-Governed Automation Loops for AI at Planet Scale | Suganya Nagarajan | Conf42 SRE 2026

Presenters Suganya Nagarajan Source Conf42 SRE 2026 馃殌 Beyond Blind Automation: The Power of Human-Governed AI Loops In the high-stakes world of Site Reliability Engineering (SRE), we face a recurring dilemma: as systems scale, manual interventions become a bottleneck, yet blind automation remains a dangerous liability. I am Suganya Nagarajan, an engineering manager with a decade of experience in large-scale distributed systems. Today, I want to share a framework to bridge this gap: Human-Governed Automation Loops (HAL). This approach ensures that our AI systems remain reliable, accountable, and safe, even as they operate at breakneck speeds. ...

March 19, 2026 路 4 min

Program Leadership in AI-Enabled Platform Systems | Sonali Galhotra | Conf42 SRE 2026

Presenters Sonali Galhotra Source Conf42 SRE 2026 馃寪 Beyond the Dashboard: Why Reliability is an Organizational System Problem In the world of Site Reliability Engineering (SRE), we often obsess over uptime, latency, error budgets, and system telemetry. While these metrics are vital, they don鈥檛 tell the whole story. According to Sonali Galhotra, a leader at the intersection of technical program leadership and platform engineering, the most critical reliability signals don鈥檛 always appear on a monitoring dashboard. Instead, they emerge from how an organization structures itself and where it chooses to invest. ...

March 19, 2026 路 4 min

Reducing On-Call Pain in Hybrid Platforms | Shruthi Rajashekar | Conf42 SRE 2026

Presenters Shruthi Rajashekar Source Conf42 SRE 2026 Unifying the Hybrid Cloud: How VM Service is Revolutionizing VM and Container Management 馃殌 Hey tech enthusiasts! Shruthi Rajashekar, an engineering manager at Broadcom, is here to shed some light on a game-changer for hybrid cloud environments. For the past decade at VMware Broadcom, Shruthi has been instrumental in developing foundational technologies like vMotion and VM service, bridging the gap between traditional virtualization and modern cloud-native infrastructure. Today, she鈥檚 diving deep into how a unified control plane for virtual machines (VMs) and container-based workloads can be achieved using VM service, a VCF offering, and why this approach is absolutely critical for platforms demanding high availability and operational excellence. ...

March 19, 2026 路 6 min

Unlocking Just-in-Time CPU Optimization | Raman Tehlan & Shubham Rai | Conf42 SRE 2026

Presenters Raman Tehlan Shubham Rai Source Conf42 SRE 2026 CruiseKube: Revolutionizing Kubernetes Resource Optimization 馃殌 Are your Kubernetes clusters costing you more than they should, even when you try to be frugal with resource requests? You鈥檙e not alone! Many organizations struggle with the fear of downtime caused by under-provisioning, leading to a cycle of over-provisioning that inflates costs and leaves nodes underutilized. But what if there was a smarter way? Enter CruiseKube, an innovative open-source tool designed to tackle pod-level resource optimization head-on. ...

March 19, 2026 路 5 min