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Turn Browsing into Buying with Edge AI

Discover how Harper’s latest features streamline development, boost performance, and simplify integration. This technical showcase breaks down real-world workflows, powerful updates, and practical tips for building faster, smarter applications.
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Turn Browsing into Buying with Edge AI

By
Austin Akers
December 16, 2025
By
Austin Akers
December 16, 2025
By
Austin Akers
December 16, 2025
December 16, 2025
Discover how Harper’s latest features streamline development, boost performance, and simplify integration. This technical showcase breaks down real-world workflows, powerful updates, and practical tips for building faster, smarter applications.
Austin Akers
Head of Developer Relations

In this conversation, Austin and Ivan discuss the implementation of Edge AI within the Harper platform, focusing on real-time inferencing capabilities, performance metrics, data privacy, and various applications beyond e-commerce. Ivan explains how deploying AI models at the edge can significantly enhance customer experiences by providing faster and more relevant recommendations. They also touch on the importance of community engagement in developing AI solutions and the ethical considerations surrounding data privacy.

In this conversation, Austin and Ivan discuss the implementation of Edge AI within the Harper platform, focusing on real-time inferencing capabilities, performance metrics, data privacy, and various applications beyond e-commerce. Ivan explains how deploying AI models at the edge can significantly enhance customer experiences by providing faster and more relevant recommendations. They also touch on the importance of community engagement in developing AI solutions and the ethical considerations surrounding data privacy.

Discover how Harper’s latest features streamline development, boost performance, and simplify integration. This technical showcase breaks down real-world workflows, powerful updates, and practical tips for building faster, smarter applications.

Download

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Discover how Harper’s latest features streamline development, boost performance, and simplify integration. This technical showcase breaks down real-world workflows, powerful updates, and practical tips for building faster, smarter applications.

Download

White arrow pointing right
Discover how Harper’s latest features streamline development, boost performance, and simplify integration. This technical showcase breaks down real-world workflows, powerful updates, and practical tips for building faster, smarter applications.

Download

White arrow pointing right

Explore Recent Resources

Repo
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Edge AI Ops

This repository demonstrates edge AI implementation using Harper as your data layer and compute platform. Instead of sending user data to distant AI services, we run TensorFlow.js models directly within Harper, achieving sub-50ms AI inference while keeping user data local.
JavaScript
Repo
This repository demonstrates edge AI implementation using Harper as your data layer and compute platform. Instead of sending user data to distant AI services, we run TensorFlow.js models directly within Harper, achieving sub-50ms AI inference while keeping user data local.
A man with short dark hair, glasses, and a goatee smiles slightly, wearing a black shirt in front of a nature background.
Ivan R. Judson, Ph.D.
Distinguished Solution Architect
Repo

Edge AI Ops

This repository demonstrates edge AI implementation using Harper as your data layer and compute platform. Instead of sending user data to distant AI services, we run TensorFlow.js models directly within Harper, achieving sub-50ms AI inference while keeping user data local.
Ivan R. Judson, Ph.D.
Jan 2026
Repo

Edge AI Ops

This repository demonstrates edge AI implementation using Harper as your data layer and compute platform. Instead of sending user data to distant AI services, we run TensorFlow.js models directly within Harper, achieving sub-50ms AI inference while keeping user data local.
Ivan R. Judson, Ph.D.
Repo

Edge AI Ops

This repository demonstrates edge AI implementation using Harper as your data layer and compute platform. Instead of sending user data to distant AI services, we run TensorFlow.js models directly within Harper, achieving sub-50ms AI inference while keeping user data local.
Ivan R. Judson, Ph.D.
Blog
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Why a Multi-Tier Cache Delivers Better ROI Than a CDN Alone

Learn why a multi-tier caching strategy combining a CDN and mid-tier cache delivers better ROI. Discover how deterministic caching, improved origin offload, lower tail latency, and predictable costs outperform a CDN-only architecture for modern applications.
Cache
Blog
Learn why a multi-tier caching strategy combining a CDN and mid-tier cache delivers better ROI. Discover how deterministic caching, improved origin offload, lower tail latency, and predictable costs outperform a CDN-only architecture for modern applications.
Person with short dark hair and moustache, wearing a colorful plaid shirt, smiling outdoors in a forested mountain landscape.
Aleks Haugom
Senior Manager of GTM & Marketing
Blog

Why a Multi-Tier Cache Delivers Better ROI Than a CDN Alone

Learn why a multi-tier caching strategy combining a CDN and mid-tier cache delivers better ROI. Discover how deterministic caching, improved origin offload, lower tail latency, and predictable costs outperform a CDN-only architecture for modern applications.
Aleks Haugom
Jan 2026
Blog

Why a Multi-Tier Cache Delivers Better ROI Than a CDN Alone

Learn why a multi-tier caching strategy combining a CDN and mid-tier cache delivers better ROI. Discover how deterministic caching, improved origin offload, lower tail latency, and predictable costs outperform a CDN-only architecture for modern applications.
Aleks Haugom
Blog

Why a Multi-Tier Cache Delivers Better ROI Than a CDN Alone

Learn why a multi-tier caching strategy combining a CDN and mid-tier cache delivers better ROI. Discover how deterministic caching, improved origin offload, lower tail latency, and predictable costs outperform a CDN-only architecture for modern applications.
Aleks Haugom
Tutorial
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Real-Time Pub/Sub Without the "Stack"

Explore a real-time pub/sub architecture where MQTT, WebSockets, Server-Sent Events, and REST work together with persistent data storage in one end-to-end system, enabling real-time interoperability, stateful messaging, and simplified service-to-device and browser communication.
Harper Learn
Tutorial
Explore a real-time pub/sub architecture where MQTT, WebSockets, Server-Sent Events, and REST work together with persistent data storage in one end-to-end system, enabling real-time interoperability, stateful messaging, and simplified service-to-device and browser communication.
A man with short dark hair, glasses, and a goatee smiles slightly, wearing a black shirt in front of a nature background.
Ivan R. Judson, Ph.D.
Distinguished Solution Architect
Tutorial

Real-Time Pub/Sub Without the "Stack"

Explore a real-time pub/sub architecture where MQTT, WebSockets, Server-Sent Events, and REST work together with persistent data storage in one end-to-end system, enabling real-time interoperability, stateful messaging, and simplified service-to-device and browser communication.
Ivan R. Judson, Ph.D.
Jan 2026
Tutorial

Real-Time Pub/Sub Without the "Stack"

Explore a real-time pub/sub architecture where MQTT, WebSockets, Server-Sent Events, and REST work together with persistent data storage in one end-to-end system, enabling real-time interoperability, stateful messaging, and simplified service-to-device and browser communication.
Ivan R. Judson, Ph.D.
Tutorial

Real-Time Pub/Sub Without the "Stack"

Explore a real-time pub/sub architecture where MQTT, WebSockets, Server-Sent Events, and REST work together with persistent data storage in one end-to-end system, enabling real-time interoperability, stateful messaging, and simplified service-to-device and browser communication.
Ivan R. Judson, Ph.D.
News
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Harper Recognized on Built In’s 2026 Best Places to Work in Colorado Lists

Harper is honored as a Built In 2026 Best Startup to Work For and Best Place to Work in Colorado, recognizing its people-first culture, strong employee experience, and values of accountability, authenticity, empowerment, focus, and transparency that help teams thrive and grow together.
Announcement
News
Harper is honored as a Built In 2026 Best Startup to Work For and Best Place to Work in Colorado, recognizing its people-first culture, strong employee experience, and values of accountability, authenticity, empowerment, focus, and transparency that help teams thrive and grow together.
Colorful geometric illustration of a dog's head resembling folded paper art in shades of teal and pink.
Harper
News

Harper Recognized on Built In’s 2026 Best Places to Work in Colorado Lists

Harper is honored as a Built In 2026 Best Startup to Work For and Best Place to Work in Colorado, recognizing its people-first culture, strong employee experience, and values of accountability, authenticity, empowerment, focus, and transparency that help teams thrive and grow together.
Harper
Jan 2026
News

Harper Recognized on Built In’s 2026 Best Places to Work in Colorado Lists

Harper is honored as a Built In 2026 Best Startup to Work For and Best Place to Work in Colorado, recognizing its people-first culture, strong employee experience, and values of accountability, authenticity, empowerment, focus, and transparency that help teams thrive and grow together.
Harper
News

Harper Recognized on Built In’s 2026 Best Places to Work in Colorado Lists

Harper is honored as a Built In 2026 Best Startup to Work For and Best Place to Work in Colorado, recognizing its people-first culture, strong employee experience, and values of accountability, authenticity, empowerment, focus, and transparency that help teams thrive and grow together.
Harper