World Congress 2026 North America
public void saveMoney(AI): The Developer's Guide to Unit Economics
Hrushikesh Pokala
Senior Software Engineer Lead at Equifax
World Congress 2026 North America
World Congress 2026 North America
September 23–25, 2026 · San José, CA
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Every developer working with IoT or Smart TVs has met the ultimate villain: the Out-of-Memory (OOM) killer. As digital commerce grows more complex, we’re asking low-spec hardware, often with less than 1GB of RAM—to juggle massive JSON payloads and multi-step transactional state machines. The result? System stutters, service crashes, and lost revenue.
In this 10-minute lightning talk, we’ll look at a practical architectural pattern to solve this: The State-Shift. Instead of asking a resource-constrained device to manage complex logic, we migrate the entire transactional state and error-recovery mechanism to a cloud-side “Stateful BFF” (Backend-for-Frontend).
We’ll quickly cover: - The “Thin-Client” Transformation: How to turn a struggling device into a stateless observer.
The Double-Handshake: A simple pattern for state recovery after a hard reboot.
The Results: Real-world metrics showing how this shift can cut heap usage by 35%.
You’ll walk away with a clear blueprint for extending the life of legacy hardware without sacrificing modern functionality.
World Congress 2026 North America
Hrushikesh Pokala
Senior Software Engineer Lead at Equifax
World Congress 2026 North America
Nikolai Sidiropulo
Software Engineer at Meta
World Congress 2026 North America
An Phan
Senior Data Infrastructure Engineer @ Hippo Harvest
World Congress 2026 North America
Ashok Prakash
Staff ML Engineer at Apple