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Labs

Tools built in practice

SenForge Labs is the open-source and product arm of Senforge Core. Every tool starts as a real problem on a system in production. No vaporware.

A distributed system diagram

Projects

What we are working on

Four projects at different stages, from a concept on paper to a toolkit in daily use. Each one is published when it holds up outside our own machines.

In DevelopmentJava / Python / TypeScript

Stack Profiler Suite

An open-source profiling toolkit for production services. Heap analysis for Java, memory profiling for Python, and render performance tooling for Next.js — unified reporting, no enterprise price tag.

Design PhaseJava / Python

Distributed Tracer

A lightweight distributed tracing library spanning Java microservices and Python async workers. OpenTelemetry-compatible with zero-configuration service mesh integration.

ConceptPython DSL

System Blueprint DSL

A domain-specific language for defining, validating, and documenting distributed system architectures. Stack-agnostic. Outputs architecture decision records automatically.

ResearchJava / Python / TypeScript

Production Starter Pack

Opinionated project templates for Java Spring services, Next.js full-stack apps, and Python AI backends — all with observability, multi-tenancy, and CI/CD pre-wired.

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Elsewhere

Every tool here started as a production problem

Profiling, tracing and automation problems show up in client work before they become open tooling. Bring us the constraint you are stuck on.