▲

Servverse

AI-Native Backend Infrastructure
✦ Introducing Wave 1 Ecosystem

Rethinking Microservices from the Compiler Up

Servverse is an integrated, self-hostable backend platform where the programming language, S3 storage, STOMP message queues, and API gateways are designed to work together out of the box.

Get Started Explore Architecture
service.srv 
server "8080"
broker "servqueue://localhost:61613"

every 5s {
    log.info("Running system healthcheck...")
    publish "health.logs" "System: OK"
}

route "POST" "/orders" (req) {
    let order = req.body
    publish "orders" order
    return { "status": "queued" }
}

Ecosystem Architecture

Four integrated layers operating in absolute synergy via the SERVVERSE_DISCOVERY protocol.

Developer Layer

Serv-lang Compiler
VS Code Extension
ServRegistry
ServTunnel

Write clean services using a language where backend infrastructure concerns are syntax primitives.

Platform Layer

ServGate API Gateway
WASM Middleware
AI Prompt Guard

Manage and protect your microservices with sandboxed WebAssembly filters and real-time LLM input guards.

Infrastructure Layer

ServQueue STOMP
ServStore Object S3
Raft Consensus

Scale messages through STOMP and store data across consistent hash rings with server-side WASM execution.

Observability Layer

ServConsole
OTel Spans
Waterfall Traces

Inspect, audit, and debug your entire distributed trace cascading flow inside a premium glassmorphic dashboard.

Deep Dive the Components

Select a component to inspect its features and rationale.

Serv-lang — Compiler & Syntax

A domain-specific programming language that compiles directly to native binaries via Go code generation. It turns infrastructure into syntax.

  • Built-in Schedulers: Define loops and timed execution with simple every 5s or cron "* * * * *" blocks.
  • HTTP Primitives: Spin up REST endpoints using the route keyword.
  • Actor Model Concurrency: Fire background routines safely with spawn.
  • Static Analysis: Escape analysis, dead-code detection, and union type verification.

ServGate — Programmable API Gateway

A WebAssembly-powered API Gateway reverse proxy designed to inspect, redact, and protect microservice routing at the network edge.

  • WASM Hot-Swapping: Register and load compiled WASI request/response modifiers dynamically.
  • AI Prompt Guard: Intercept and block jailbreak attempts and malicious prompt injections at the gateway.
  • Semantic Caching: Cache LLM responses by prompt similarity to reduce inference latency and API costs.
  • PII Redaction: Automatically scan and redact credit card, email, and SSN formats from response streams.

ServQueue — WASM-enabled Broker

A distributed STOMP-compliant message broker featuring server-side WebAssembly event transforms and guaranteed delivery.

  • Compute-in-Queue: Run lightweight, isolated WASM transform pipelines inline on topic events.
  • Dead Letter Queues (DLQ): Automatically capture and wrap failed processing events with metadata diagnostics.
  • Deduplication: Built-in sliding-window deduplication by message hash.
  • Raft-backed Clustering: High-availability consensus partition management.

ServStore — AI-Native S3 Storage

A distributed S3-compatible object storage engine written in Go featuring consistent hash rings and semantic indexing.

  • Semantic Search: Ingested text files are automatically indexed via TF-IDF for cosine similarity search.
  • Time Travel: Query bucket objects at any historical timestamp using versioning history.
  • Erasure Coding: Survive hardware loss with Reed-Solomon data/parity chunk distribution.
  • Compute-near-Data: Compile transformations to WASM and execute them server-side, avoiding expensive file transfers.

ServConsole — Observability Dashboard

A premium glassmorphic control pane designed to monitor, configure, and trace operations across the Servverse.

  • Span Waterfalls: View nested, distributed OpenTelemetry trace cascades traversing Gateways, Brokers, and Storage.
  • Ring Visualizer: Live Canvas-based consistent hash ring illustrating node distribution.
  • Audit Logging: Monitor administrative changes, route additions, and rebalances in an immutable dashboard console.
  • SSO Ready: Integrated user OIDC login workflow supporting secure token authentication.

ServRegistry — Package Hub

A lightweight, S3-backed community package registry. It enables developers to share and install third-party modules without central friction.

  • ServStore Backend: Securely stores and serves package tarballs via a dedicated S3 bucket.
  • Zero-Config CLI: Publish and install modules seamlessly using serv publish and serv install.
  • Premium Dashboard: Browse available modules, inspect versions, and view installation guides via a glassmorphic dashboard interface.

Quickstart

Launch the entire platform locally in minutes.

Terminal

$ git clone https://github.com/vyuvaraj/Servverse-Demo.git

$ cd Servverse-Demo

$ docker compose up --build

Compiling ServStore...

Compiling ServQueue...

Compiling ServGate...

Compiling ServConsole...

✓ ServConsole listening on http://localhost:8083