One Framework.
Infinite Applications.
From a single edge container to a Kubernetes cluster — WeftKit adapts to your workload by composing exactly the engine images you need.
Mobile & Desktop Backends
Per-tenant Docker backends with cloud sync
Run a dedicated WeftKit stack behind each mobile or desktop app. Pull the relational + key-value images, expose them over PostgreSQL and Redis wire protocols, and let every client driver you already use connect directly. Pool Manager fronts the stack so a single container can serve thousands of app instances.
Key Highlights
- Standard PostgreSQL + Redis wire protocols — no custom SDK
- Pool Manager handles 1M+ mobile client connections
- Persistent volumes for per-tenant data isolation
- Works identically on Linux, macOS, Kubernetes
- < 1 ms median query latency over the loopback pool
Example Application
“A note-taking app with a per-region Docker stack for sync, search, and backup.”
Every Workload. One Framework.
Browse all industry use cases and deployment patterns.
Mobile & Desktop Backends
Run a dedicated WeftKit stack behind each mobile or desktop app. Pull the relational + key-value images, expose them over PostgreSQL and Redis wire protocols, and let every client driver you already use connect directly. Pool Manager fronts the stack so a single container can serve thousands of app instances.
Edge & Fleet Servers
Run WeftKit images on edge Linux gateways to aggregate sensor telemetry before it hits the central cluster. The KV and in-memory images handle high-volume ingest; Discovery tracks every edge node in the fleet.
AI/ML & RAG Pipelines
Run a vector database as a Docker sidecar to your inference service. No Pinecone, no Weaviate — the weftkit/vector image gives you HNSW-indexed similarity search co-located with a document store for retrieval-augmented generation, over gRPC.
Financial Systems
Financial applications demand ACID guarantees, audit trails, and compliance. WeftKitRel provides full SQL with serializable isolation, tamper-evident audit logging, and HIPAA/SOC2 compliance helpers.
Edge & CDN Infrastructure
Run WeftKit engine images on every edge PoP for ultra-low latency data access. The in-memory image serves as a global cache layer; the KV image stores edge-local session and routing data. Discovery keeps the fleet coordinated.
Gaming & Real-Time
Game servers and real-time applications need microsecond-latency state access. Run the weftkit/inmemory image as a Docker sidecar alongside your game logic and connect over the loopback Redis wire protocol — zero external network hops.
Healthcare & Life Sciences
Store patient records, clinical data, and research datasets with built-in HIPAA compliance helpers. Field-level encryption, comprehensive audit trails, and access controls meet healthcare regulatory requirements.
Enterprise Platforms
Large-scale enterprise deployments benefit from the complete ecosystem: relational + vector + document stores, CDC for event streaming, distributed replication, a connection pool fronting it all.
Don't See Your Use Case?
WeftKit is highly composable. Talk to our solutions team — we'll help you design the right configuration for your specific workload.