Harper is a scalable, high-performance database for businesses needing system-wide flexibility. Vercel, in contrast, is a low-cost front-end hosting platform for developers focused on web deployment.
Harper is a scalable, high-performance database for businesses needing system-wide flexibility. Vercel, in contrast, is a low-cost front-end hosting platform for developers focused on web deployment.
Harper is a scalable, high-performance database for businesses needing system-wide flexibility. Vercel, in contrast, is a low-cost front-end hosting platform for developers focused on web deployment.
Harper is a scalable, high-performance database for businesses needing system-wide flexibility. Vercel, in contrast, is a low-cost front-end hosting platform for developers focused on web deployment.
Harper’s inclusion highlights a broader shift toward integrated cloud-native platforms that unify data, caching, messaging, and application logic. The article explains how Harper’s distributed runtime and managed infrastructure reduce operational complexity, improve performance, and support modern applications and AI agents that require fast, reliable access to state, events, and tools.
Harper 5.2 helps architecture and platform leaders improve performance, control infrastructure costs, secure production workloads, and reduce operational complexity by bringing faster data access, agentic capabilities, scheduling, backup, routing, and protection into one unified runtime.
Personalization is a data-delivery problem. Every architectural choice reduces to two distances: compute to user, and compute to fresh data. This piece maps five real architectures against both axes, scored on a concrete retailer workload where stale or slow data breaks the business.
Harper 5.1 adds int8 quantization, dropping index size by roughly 3x, search throughput improves roughly 5x, and p99 latency falls from ~9s to ~0.5s under load. The tradeoff is approximately 1% recall degradation before reranking.
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