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Large language models can now power capable software agents, yet real‑world success comes from disciplined engineering rather than flashy frameworks. Most reliable agents are built from simple, composable patterns instead of heavy abstractions.


The talk will introduce patterns to add complexity and autonomy only when it pays off. Attendees should leave with a practical decision framework for escalating from a single prompt to multi‑step agents, also keeping in mind guardrails for shipping trustworthy, cost‑effective agents at scale. 

Author:

Sushant Mehta

Research Engineer
Google Deepmind
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Sushant Mehta

Research Engineer
Google Deepmind

Author:

Sherman Ikemoto

Group Director
Cadence

Sherman Ikemoto is the Sales Development Group Director at Cadence Design Systems, where he leads global business development for the innovative Reality DC Digital Twin solution. With a passion for addressing challenges in data center design, performance, and sustainability, Sherman brings extensive expertise to the forefront of this critical industry. Previously, Sherman served as Managing Director and Board Member at Future Facilities, the pioneer of the original data center Digital Twin, and as North America Sales and Marketing Director at Flomerics, where he helped introduce computational fluid dynamics modeling to electronics cooling design. During his tenure at Future Facilities, Sherman was a sought-after speaker at prominent industry events like ITW, Data Center World, Uptime Symposium, and Data Center Dynamics. Sherman holds a Bachelor of Science in Mechanical Engineering (BSME) from San Jose State University, where he was a member of the Tau Beta Pi engineering honor society, and a Master of Science in Mechanical Engineering (MSME) from Santa Clara University. His career reflects a deep commitment to advancing sustainable and efficient technologies for the data center industry.

... read more

Sherman Ikemoto

Group Director
Cadence

Sherman Ikemoto is the Sales Development Group Director at Cadence Design Systems, where he leads global business development for the innovative Reality DC Digital Twin solution. With a passion for addressing challenges in data center design, performance, and sustainability, Sherman brings extensive expertise to the forefront of this critical industry. Previously, Sherman served as Managing Director and Board Member at Future Facilities, the pioneer of the original data center Digital Twin, and as North America Sales and Marketing Director at Flomerics, where he helped introduce computational fluid dynamics modeling to electronics cooling design. During his tenure at Future Facilities, Sherman was a sought-after speaker at prominent industry events like ITW, Data Center World, Uptime Symposium, and Data Center Dynamics. Sherman holds a Bachelor of Science in Mechanical Engineering (BSME) from San Jose State University, where he was a member of the Tau Beta Pi engineering honor society, and a Master of Science in Mechanical Engineering (MSME) from Santa Clara University. His career reflects a deep commitment to advancing sustainable and efficient technologies for the data center industry.

Revterra’s Kinetic Stabilizer is engineered to handle the massive and volatile power swings demanded by large-scale AI workloads. AI is bottlenecked by infrastructure and requires a rapidly scalable, high-performance power quality solution that can be deployed without fear of supply chain disruption. Our battery-free technology provides a stable bridge between the grid and AI loads with a physically instantaneous, passive response—no power electronics required. Unlike conventional solutions, the Kinetic Stabilizer offers unmatched cost-effectiveness on a per-kW basis and a functionally infinite cycle life, free from the constraints of chemical storage.

Author:

Ben Jawdat

Founder & CEO
Revterra

Ben Jawdat is the founding CEO of Revterra, where he is working to commercialize a kinetic stabilizer solution to solve power quality challenges at AI datacenters and other commercial/industrial sites. Prior to starting Revterra, he worked on the development of new superconducting materials at the University of Houston where he received his PhD in physics, and completed postdoctoral studies at the Air Force Research Laboratory and Rice University.

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Ben Jawdat

Founder & CEO
Revterra

Ben Jawdat is the founding CEO of Revterra, where he is working to commercialize a kinetic stabilizer solution to solve power quality challenges at AI datacenters and other commercial/industrial sites. Prior to starting Revterra, he worked on the development of new superconducting materials at the University of Houston where he received his PhD in physics, and completed postdoctoral studies at the Air Force Research Laboratory and Rice University.

Flexnode’s approach delivers a strategic advantage over traditional data center construction by transferring complexity off the job site and into a controlled manufacturing environment. Our modules are engineered for speed, scalability, and geographic flexibility—purpose built to support the rapidly evolving demands of AI and high-performance compute workloads. By industrializing the data center, we ensure repeatable, high-quality outcomes that can be rapidly deployed with minimal on-site work.

Author:

Tony Hall

CTO

Tony Hall is the Chief Technology Officer, responsible for the detailed design, fabrication and delivery of our products. Tony has 15 years of experience in the design and construction industry, ranging from design consulting to project planning and management. On the design side, Tony focused on electrical engineering in New York City. Among a variety of project types, mission critical and sophisticated standby power systems were a focus, including projects for Digital Realty, Google, zColo, Telehouse. Since graduate school, Tony broadened his expertise, managing large scale electric utility projects for Exponent and most recently with Clark Construction Group as a Systems Executive in preconstruction, responsible for all mechanical, electrical, plumbing, low voltage and fire protection systems (MEP/LV/FP) in project deliveries ranging from traditional design-bid-build to public private partnerships. Tony brings a depth of understanding across all engineering disciplines and delivery methods, and provides the executive direction for Flexnode’s data centers.

... read more

Tony Hall

CTO

Tony Hall is the Chief Technology Officer, responsible for the detailed design, fabrication and delivery of our products. Tony has 15 years of experience in the design and construction industry, ranging from design consulting to project planning and management. On the design side, Tony focused on electrical engineering in New York City. Among a variety of project types, mission critical and sophisticated standby power systems were a focus, including projects for Digital Realty, Google, zColo, Telehouse. Since graduate school, Tony broadened his expertise, managing large scale electric utility projects for Exponent and most recently with Clark Construction Group as a Systems Executive in preconstruction, responsible for all mechanical, electrical, plumbing, low voltage and fire protection systems (MEP/LV/FP) in project deliveries ranging from traditional design-bid-build to public private partnerships. Tony brings a depth of understanding across all engineering disciplines and delivery methods, and provides the executive direction for Flexnode’s data centers.