Click Below to Get the Code

Browse, clone, and build from real-world templates powered by Harper.
Blog
GitHub Logo

Reflections, Edge Computing 2022

Perspective on edge computing in 2022 and how the industry has not reached the point where edge is as easy as cloud, but progress has been made.
Blog

Reflections, Edge Computing 2022

Aleks Haugom
Senior Manager of GTM & Marketing
at Harper
October 11, 2022
Aleks Haugom
Senior Manager of GTM & Marketing
at Harper
October 11, 2022
Aleks Haugom
Senior Manager of GTM & Marketing
at Harper
October 11, 2022
October 11, 2022
Perspective on edge computing in 2022 and how the industry has not reached the point where edge is as easy as cloud, but progress has been made.
Aleks Haugom
Senior Manager of GTM & Marketing

Last week we took a team of ten to the Edge Computing Expo in Santa Clara, CA. The conference had excellent speakers and an array of companies spanning the edge industry. We saw hardware, AI software, and even Boston Dynamics' favorite yellow dog. 

Complexity is Still the Norm

What stuck out to us was the number of companies still looking for product market fit. Like early cloud computing, the edge computing industry is still young. Although early industry leaders are emerging, most companies are yet to find a solid product-market fit. We see plenty of investment in edge infrastructure, but moving the edge beyond DIY is still in its early stages. Today, there are few solutions that abstract away the complexity of edge to make development easy.

Mind-Blowing Growth Projections

In a recent report, 451 Research or S&P Global predicted a 85% CAGR for the edge IaaS market over the next five years, bringing the industry to $29.9 billion compared to the $738 million earned in 2021. Critical to meeting this industry valuation is our collective ability to offer easier-than-cloud solutions. Let's face it, for most use cases, cloud is sufficient. Therefore to entice more companies to benefit from edge, we need more than cool sensors and servers in every city; we need to make edge easy for every developer to access. 

Easier Than Cloud

At the Edge Computing Expo, one could get the impression that edge exists in a vacuum. However, it does not. Instead, it exists in a gradient between on-prem, edge, and cloud. Market leaders will inevitably be those that offer solutions across the spectrum.

My impression at the expo was that the edge's accessibility for those outside of the 10% of highly technical early adopters is still limited. Closing the edge-to-market gap requires more than just infrastructure. It requires that edge is easier than cloud. 

Jaxon Repp, Harper's Head of Product, speaking to Jake Cohen about Harper at the Edge Computing Expo.

About Harper

Harper's globally distributed database and application platform is orders of magnitude faster and more flexible than last-generation alternatives. Spanning the spectrum of delivery options, Harper is a vendor-agnostic solution giving developers the power to deploy anywhere from the cloud to the edge and even on-prem. With built-in cross-planet table level pub/sub, your data is always up to date across the globe regardless of vendor, ensuring near-zero global latency. Additionally, with Harper's lightning-fast memory map and high throughput potential, most companies reduce their infrastructure costs by at least 50% by switching to Harper. 

If you are interested in learning more, request a demo

Last week we took a team of ten to the Edge Computing Expo in Santa Clara, CA. The conference had excellent speakers and an array of companies spanning the edge industry. We saw hardware, AI software, and even Boston Dynamics' favorite yellow dog. 

Complexity is Still the Norm

What stuck out to us was the number of companies still looking for product market fit. Like early cloud computing, the edge computing industry is still young. Although early industry leaders are emerging, most companies are yet to find a solid product-market fit. We see plenty of investment in edge infrastructure, but moving the edge beyond DIY is still in its early stages. Today, there are few solutions that abstract away the complexity of edge to make development easy.

Mind-Blowing Growth Projections

In a recent report, 451 Research or S&P Global predicted a 85% CAGR for the edge IaaS market over the next five years, bringing the industry to $29.9 billion compared to the $738 million earned in 2021. Critical to meeting this industry valuation is our collective ability to offer easier-than-cloud solutions. Let's face it, for most use cases, cloud is sufficient. Therefore to entice more companies to benefit from edge, we need more than cool sensors and servers in every city; we need to make edge easy for every developer to access. 

Easier Than Cloud

At the Edge Computing Expo, one could get the impression that edge exists in a vacuum. However, it does not. Instead, it exists in a gradient between on-prem, edge, and cloud. Market leaders will inevitably be those that offer solutions across the spectrum.

My impression at the expo was that the edge's accessibility for those outside of the 10% of highly technical early adopters is still limited. Closing the edge-to-market gap requires more than just infrastructure. It requires that edge is easier than cloud. 

Jaxon Repp, Harper's Head of Product, speaking to Jake Cohen about Harper at the Edge Computing Expo.

About Harper

Harper's globally distributed database and application platform is orders of magnitude faster and more flexible than last-generation alternatives. Spanning the spectrum of delivery options, Harper is a vendor-agnostic solution giving developers the power to deploy anywhere from the cloud to the edge and even on-prem. With built-in cross-planet table level pub/sub, your data is always up to date across the globe regardless of vendor, ensuring near-zero global latency. Additionally, with Harper's lightning-fast memory map and high throughput potential, most companies reduce their infrastructure costs by at least 50% by switching to Harper. 

If you are interested in learning more, request a demo

Perspective on edge computing in 2022 and how the industry has not reached the point where edge is as easy as cloud, but progress has been made.

Download

White arrow pointing right
Perspective on edge computing in 2022 and how the industry has not reached the point where edge is as easy as cloud, but progress has been made.

Download

White arrow pointing right
Perspective on edge computing in 2022 and how the industry has not reached the point where edge is as easy as cloud, but progress has been made.

Download

White arrow pointing right

Explore Recent Resources

Blog
GitHub Logo

How a Shopify Custom Tie Shop Exposes a Common Flaw in Agent Architecture

Explore how a Shopify-based custom tie shop reveals a critical flaw in one LLM agent design strategy, and why context-first architectures with unified runtimes deliver faster, more accurate, and scalable customer support automation.
Blog
Explore how a Shopify-based custom tie shop reveals a critical flaw in one LLM agent design strategy, and why context-first architectures with unified runtimes deliver faster, more accurate, and scalable customer support automation.
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

How a Shopify Custom Tie Shop Exposes a Common Flaw in Agent Architecture

Explore how a Shopify-based custom tie shop reveals a critical flaw in one LLM agent design strategy, and why context-first architectures with unified runtimes deliver faster, more accurate, and scalable customer support automation.
Aleks Haugom
Apr 2026
Blog

How a Shopify Custom Tie Shop Exposes a Common Flaw in Agent Architecture

Explore how a Shopify-based custom tie shop reveals a critical flaw in one LLM agent design strategy, and why context-first architectures with unified runtimes deliver faster, more accurate, and scalable customer support automation.
Aleks Haugom
Blog

How a Shopify Custom Tie Shop Exposes a Common Flaw in Agent Architecture

Explore how a Shopify-based custom tie shop reveals a critical flaw in one LLM agent design strategy, and why context-first architectures with unified runtimes deliver faster, more accurate, and scalable customer support automation.
Aleks Haugom
Blog
GitHub Logo

Nobody Wants to Pick a Data Center (And They Shouldn't Have To)

Harper Fabric simplifies cloud deployment by eliminating the need to choose data centers, automating infrastructure, scaling, and global distribution. Built for Harper’s unified runtime, it enables developers to deploy high-performance, distributed applications quickly without managing complex cloud configurations or infrastructure overhead.
Blog
Harper Fabric simplifies cloud deployment by eliminating the need to choose data centers, automating infrastructure, scaling, and global distribution. Built for Harper’s unified runtime, it enables developers to deploy high-performance, distributed applications quickly without managing complex cloud configurations or infrastructure overhead.
Headshot of a smiling woman with shoulder-length dark hair wearing a black sweater with white stripes and a gold pendant necklace, standing outdoors with blurred trees and mountains in the background.
Bari Jay
Senior Director of Product Management
Blog

Nobody Wants to Pick a Data Center (And They Shouldn't Have To)

Harper Fabric simplifies cloud deployment by eliminating the need to choose data centers, automating infrastructure, scaling, and global distribution. Built for Harper’s unified runtime, it enables developers to deploy high-performance, distributed applications quickly without managing complex cloud configurations or infrastructure overhead.
Bari Jay
Apr 2026
Blog

Nobody Wants to Pick a Data Center (And They Shouldn't Have To)

Harper Fabric simplifies cloud deployment by eliminating the need to choose data centers, automating infrastructure, scaling, and global distribution. Built for Harper’s unified runtime, it enables developers to deploy high-performance, distributed applications quickly without managing complex cloud configurations or infrastructure overhead.
Bari Jay
Blog

Nobody Wants to Pick a Data Center (And They Shouldn't Have To)

Harper Fabric simplifies cloud deployment by eliminating the need to choose data centers, automating infrastructure, scaling, and global distribution. Built for Harper’s unified runtime, it enables developers to deploy high-performance, distributed applications quickly without managing complex cloud configurations or infrastructure overhead.
Bari Jay
Blog
GitHub Logo

New RocksDB Binding for Node.js

rocksdb-js is a modern Node.js binding for RocksDB, offering full transaction support, lazy range queries, and a TypeScript API. Built for performance and scalability, it enables reliable write-heavy workloads, real-time replication, and high-concurrency applications in Harper 5.0 and beyond.
Blog
rocksdb-js is a modern Node.js binding for RocksDB, offering full transaction support, lazy range queries, and a TypeScript API. Built for performance and scalability, it enables reliable write-heavy workloads, real-time replication, and high-concurrency applications in Harper 5.0 and beyond.
Person with short hair and rectangular glasses wearing a plaid shirt over a dark T‑shirt, smiling broadly with a blurred outdoor background of trees and hills.
Chris Barber
Staff Software Engineer
Blog

New RocksDB Binding for Node.js

rocksdb-js is a modern Node.js binding for RocksDB, offering full transaction support, lazy range queries, and a TypeScript API. Built for performance and scalability, it enables reliable write-heavy workloads, real-time replication, and high-concurrency applications in Harper 5.0 and beyond.
Chris Barber
Apr 2026
Blog

New RocksDB Binding for Node.js

rocksdb-js is a modern Node.js binding for RocksDB, offering full transaction support, lazy range queries, and a TypeScript API. Built for performance and scalability, it enables reliable write-heavy workloads, real-time replication, and high-concurrency applications in Harper 5.0 and beyond.
Chris Barber
Blog

New RocksDB Binding for Node.js

rocksdb-js is a modern Node.js binding for RocksDB, offering full transaction support, lazy range queries, and a TypeScript API. Built for performance and scalability, it enables reliable write-heavy workloads, real-time replication, and high-concurrency applications in Harper 5.0 and beyond.
Chris Barber
Blog
GitHub Logo

Open Sourcing Harper

Harper is now open source, with its core platform released under Apache 2.0 and enterprise features source-available. This shift builds trust, enables community contributions, and positions Harper as a unified, transparent platform for developers and AI-driven applications.
Blog
Harper is now open source, with its core platform released under Apache 2.0 and enterprise features source-available. This shift builds trust, enables community contributions, and positions Harper as a unified, transparent platform for developers and AI-driven applications.
Person with shoulder‑length curly brown hair and light beard wearing a gray long‑sleeve shirt, smiling outdoors with trees and greenery in the background.
Ethan Arrowood
Senior Software Engineer
Blog

Open Sourcing Harper

Harper is now open source, with its core platform released under Apache 2.0 and enterprise features source-available. This shift builds trust, enables community contributions, and positions Harper as a unified, transparent platform for developers and AI-driven applications.
Ethan Arrowood
Apr 2026
Blog

Open Sourcing Harper

Harper is now open source, with its core platform released under Apache 2.0 and enterprise features source-available. This shift builds trust, enables community contributions, and positions Harper as a unified, transparent platform for developers and AI-driven applications.
Ethan Arrowood
Blog

Open Sourcing Harper

Harper is now open source, with its core platform released under Apache 2.0 and enterprise features source-available. This shift builds trust, enables community contributions, and positions Harper as a unified, transparent platform for developers and AI-driven applications.
Ethan Arrowood
Blog
GitHub Logo

The Resource API in Harper v5: HTTP Done Right

Harper v5's Resource API maps JavaScript class methods directly to HTTP verbs, eliminating routing and translation layers. Tables extend the same Resource class, unifying HTTP handling and data access into one interface. Key v5 additions include pre-parsed RequestTarget objects, Response-aware source caching with stale-while-revalidate support, and async context tracking via getContext().
Product Update
Blog
Harper v5's Resource API maps JavaScript class methods directly to HTTP verbs, eliminating routing and translation layers. Tables extend the same Resource class, unifying HTTP handling and data access into one interface. Key v5 additions include pre-parsed RequestTarget objects, Response-aware source caching with stale-while-revalidate support, and async context tracking via getContext().
Person with very short blonde hair wearing a light gray button‑up shirt, standing with arms crossed and smiling outdoors with foliage behind.
Kris Zyp
SVP of Engineering
Blog

The Resource API in Harper v5: HTTP Done Right

Harper v5's Resource API maps JavaScript class methods directly to HTTP verbs, eliminating routing and translation layers. Tables extend the same Resource class, unifying HTTP handling and data access into one interface. Key v5 additions include pre-parsed RequestTarget objects, Response-aware source caching with stale-while-revalidate support, and async context tracking via getContext().
Kris Zyp
Apr 2026
Blog

The Resource API in Harper v5: HTTP Done Right

Harper v5's Resource API maps JavaScript class methods directly to HTTP verbs, eliminating routing and translation layers. Tables extend the same Resource class, unifying HTTP handling and data access into one interface. Key v5 additions include pre-parsed RequestTarget objects, Response-aware source caching with stale-while-revalidate support, and async context tracking via getContext().
Kris Zyp
Blog

The Resource API in Harper v5: HTTP Done Right

Harper v5's Resource API maps JavaScript class methods directly to HTTP verbs, eliminating routing and translation layers. Tables extend the same Resource class, unifying HTTP handling and data access into one interface. Key v5 additions include pre-parsed RequestTarget objects, Response-aware source caching with stale-while-revalidate support, and async context tracking via getContext().
Kris Zyp
News
GitHub Logo

Harper 5.0 Is Here: Open Source, RocksDB, and a Runtime Built for the Agentic Era

Harper 5.0 launches with a fully open-source core under Apache 2.0, RocksDB as a native storage engine alongside LMDB, and source-available Harper Pro. This release delivers a unified runtime purpose-built for agentic engineering, from prototype to production.
Product Update
News
Harper 5.0 launches with a fully open-source core under Apache 2.0, RocksDB as a native storage engine alongside LMDB, and source-available Harper Pro. This release delivers a unified runtime purpose-built for agentic engineering, from prototype to production.
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
News

Harper 5.0 Is Here: Open Source, RocksDB, and a Runtime Built for the Agentic Era

Harper 5.0 launches with a fully open-source core under Apache 2.0, RocksDB as a native storage engine alongside LMDB, and source-available Harper Pro. This release delivers a unified runtime purpose-built for agentic engineering, from prototype to production.
Aleks Haugom
Apr 2026
News

Harper 5.0 Is Here: Open Source, RocksDB, and a Runtime Built for the Agentic Era

Harper 5.0 launches with a fully open-source core under Apache 2.0, RocksDB as a native storage engine alongside LMDB, and source-available Harper Pro. This release delivers a unified runtime purpose-built for agentic engineering, from prototype to production.
Aleks Haugom
News

Harper 5.0 Is Here: Open Source, RocksDB, and a Runtime Built for the Agentic Era

Harper 5.0 launches with a fully open-source core under Apache 2.0, RocksDB as a native storage engine alongside LMDB, and source-available Harper Pro. This release delivers a unified runtime purpose-built for agentic engineering, from prototype to production.
Aleks Haugom