ClickHouse
AnalyticsColumnar OLAP for per-workspace metrics and dashboards — without impacting transactional PostgreSQL.
ColumnarOLAP
TECHNICAL OVERVIEW
Built with Rust.
Measured in milliseconds.
Modular monolith. 29 domain modules. One compiled binary delivering 4× the throughput at a fraction of the resource cost.
Benchmarks
Same Workload. Same Hardware.
Different Results.
Metric
Node.js (previous)
Rust (BetterSuite)
Throughput (RPS)
~600
2,400
Idle Memory
~1.8 GB
~100 MB
Deployment Artifact
~3.5 GB
270 MB
Avg. Server Latency
~80-150 ms
~5-20 ms
Architecture
10 microservices (network hops)
Modular monolith (in-process)
Node.js (previous)
Rust (BetterSuite)
Throughput (RPS)
~600
2,400
Idle Memory
~1.8 GB
~100 MB
Deployment Artifact
~3.5 GB
270 MB
Avg. Server Latency
~80-150 ms
~5-20 ms
Architecture
10 microservices (network hops)
Modular monolith (in-process)
* All figures measured on identical 4 GB VPS hardware running the same workload. Server latency measures request handling at the GraphQL gateway, excluding client-side network round-trip.
Architecture
29 domain modules. One compiled binary.
Hexagonal Architecture
Ports-and-adapters design keeping business logic decoupled from infrastructure.
Domain-Driven Design
1,100+ GraphQL Ops
Queries, mutations, and subscriptions. Clients fetch exactly what they need.
GraphQL
Workspace Isolation
Workspace scope required by the type system and enforced on every query. Defense in depth.
Type-Enforced
Single Binary Deploy
One compiled binary, one process. No service mesh, no per-service deploys.
Rust / Compiled
In-Process Calls
Zero serialization, zero network latency between domain modules.
Modular Monolith
Auto Provisioning
New workspaces live in seconds. Schema, scoping, config — all automated.
Self-Service
Hexagonal Architecture
Ports-and-adapters design keeping business logic decoupled from infrastructure.
Domain-Driven Design
1,100+ GraphQL Ops
Queries, mutations, and subscriptions. Clients fetch exactly what they need.
GraphQL
Single Binary Deploy
One compiled binary, one process. No service mesh, no per-service deploys.
Rust / Compiled
Workspace Isolation
Workspace scope required by the type system and enforced on every query. Defense in depth.
Type-Enforced
In-Process Calls
Zero serialization, zero network latency between domain modules.
Modular Monolith
Auto Provisioning
New workspaces live in seconds. Schema, scoping, config — all automated.
Self-Service
Dispatch
Real-time Matching. Hex-indexed.
The backend infrastructure powering real-time dispatch, location matching, and concurrent workloads at scale — built on H3 hexagonal indexing over Redis sorted sets.
Dispatch Engine
H3 hexagonal grid over Redis sorted sets, with an exact-radius filter on the candidates.
H3Redis GeoTokio
Toolchain
Production-grade. Every Layer.
Every layer of the stack is purpose-selected — type-safe database access, background job processing, analytics at scale, and full distributed tracing.
SQLx
Data AccessCompile-time verified SQL. Type-checked against the live schema at build time — zero ORM overhead.
Compile-TimeType-Safe
Apalis
Job QueueRust-native background processing with persistent storage, retries, and scheduling.
Background JobsPersistent
OpenTelemetry
ObservabilityEnd-to-end distributed tracing across all 29 modules — GraphQL to DB to response.
TracingMetrics
Frontend
One Codebase. Every Surface.
0
% Code Reuse
0
UI Components
0
Locales
0
FPS Render
200+ Components. Atomic Design.
Built on atomic design principles — from primitive atoms to complete production screens.
Atoms
Inputs, buttons, labels, icons
Molecules
Search bars, cards, list tiles
Organisms
Navigation, forms, data tables
Templates
Layouts, scaffolds, complete screens
Real-time
Live Data. Instant Config.
Live Tracking
Sub-second location updates via GraphQL subscriptions. No polling.
Order Updates
Every state change streams instantly to all connected clients via WebSocket.
Push Notifications
APNs + FCM + Web. Workspace-configurable rules for events and promotions.
Business Logic
Pricing, regions, currencies, delivery rules — configurable live from dashboard.
Live Tracking
Sub-second location updates via GraphQL subscriptions. No polling.
Order Updates
Every state change streams instantly to all connected clients via WebSocket.
Push Notifications
APNs + FCM + Web. Workspace-configurable rules for events and promotions.
Business Logic
Pricing, regions, currencies, delivery rules — configurable live from dashboard.
Signup to Live in Seconds.
Database, workspace scoping, configuration, branding — orchestrated end-to-end without manual intervention.
