The Cognitive Software Compiler
From specification to production in minutes. Write a .dmx spec, compile to complete microservices with 119 quality gates, enterprise compliance, and zero boilerplate. Everything beyond the Compiler Wall is 100% deterministic.
No credit card required · Free tier available
How It Works
A cognitive compiler pipeline — like LLVM for enterprise software. From DMX specification to production-ready microservices in six deterministic steps.
Spec
Write your platform specification in DMX — entities, APIs, flows, security, infrastructure.
Validate
Syntax and correctness verification. Every reference, type, and constraint checked.
Compile
100+ cognitive passes across 16 phases. Pure IR transforms — no side effects, fully deterministic.
Emission
200+ code emitters. Targets: Python/FastAPI, SQL, Docker, configs. Java/Spring Boot (WIP).
Quality Gates
119 automated gates: BLOCK (fatal), WARN (advisory), INFO (telemetry). OWASP, performance, compliance.
Test & Provenance
38,000+ auto-generated tests. Full Merkle-tree provenance — complete traceability from spec to code.
Spec
Write your platform specification in DMX — entities, APIs, flows, security, infrastructure.
Validate
Syntax and correctness verification. Every reference, type, and constraint checked.
Compile
100+ cognitive passes across 16 phases. Pure IR transforms — no side effects, fully deterministic.
Emission
200+ code emitters. Targets: Python/FastAPI, SQL, Docker, configs. Java/Spring Boot (WIP).
Quality Gates
119 automated gates: BLOCK (fatal), WARN (advisory), INFO (telemetry). OWASP, performance, compliance.
Test & Provenance
38,000+ auto-generated tests. Full Merkle-tree provenance — complete traceability from spec to code.
Compiles to 49 production technologies
One DMX specification, full-stack output across languages, frameworks, and infrastructure.
Python
FastAPI
Java
Spring Boot
PostgreSQL
Redis
Docker
KongPythonFastAPIJavaSpring BootPostgreSQLRedisDockerKongPythonFastAPIJavaSpring BootPostgreSQLRedisDockerKongPythonFastAPIJavaSpring BootPostgreSQLRedisDockerKong
SQLAlchemy
Pydantic
Celery
Prometheus
ClickHouse
Alembic
Nginx
JUnitSQLAlchemyPydanticCeleryPrometheusClickHouseAlembicNginxJUnitSQLAlchemyPydanticCeleryPrometheusClickHouseAlembicNginxJUnitSQLAlchemyPydanticCeleryPrometheusClickHouseAlembicNginxJUnitEverything you need to ship
DevMatrix handles the entire compilation pipeline so you can focus on what matters — your product specification.
DMX vs. AI App Builders
DevMatrix is not an AI app generator — it is a deterministic compiler. The difference is architectural, not incremental.
| Dimension | DevMatrix | Lovable | Replit Agent | Devin | v0 |
|---|---|---|---|---|---|
| Approach | Deterministic compiler | LLM prompt → React app | AI agent + cloud IDE | Autonomous AI engineer | LLM prompt → Next.js app |
| Determinism | 100% — same spec, same output | Non-deterministic | Non-deterministic | Non-deterministic | Non-deterministic |
| Quality Assurance | 119 automated gates | None built-in | None built-in | Self-review (LLM) | AutoFix model (errors only) |
| Test Generation | 38,000+ auto-generated | None | Manual / suggested | Partial, non-deterministic | None |
| Provenance | Full Merkle-tree traceability | None | None | None | None |
| Backend | Full — FastAPI + DB + auth + middleware (Spring Boot WIP) | BaaS only (Supabase) | LLM-generated (variable quality) | LLM-generated (variable quality) | Minimal (Next.js API routes) |
| Frontend | Roadmap — backend-first compiler | React + Tailwind | LLM-generated (any framework) | LLM-generated (any framework) | Next.js + Tailwind + shadcn |
| Infrastructure | Docker, Compose, Kong, Nginx, Traefik, configs | Managed (no control) | Managed (Replit hosting) | Manual setup required | Managed (Vercel only) |
| Code Ownership | 100% yours — clean architecture, full source | Accessible via GitHub sync | Accessible (export) | Accessible (your repo) | Accessible via GitHub sync |
| Deploy Anywhere | Any provider — Docker portable | Locked to Supabase + Netlify | Locked to Replit (or export) | Any (manual deploy) | Locked to Vercel |
| Reproducibility | Byte-identical across runs | Varies per prompt | Varies per prompt | Varies per run | Varies per prompt |
| Enterprise Compliance | OWASP, SOC 2, HIPAA, PCI DSS, GDPR, ISO 27001 | None | None | None | None |
What is DMX?
DMX is a purpose-built specification language for declaring complete software platforms. One .dmx file describes entities, APIs, business flows, state machines, security policies, and infrastructure — the compiler handles the rest. Write directly (zero LLM) or use LLM-assisted authoring with critic validation. ~$68 one-time LLM cost for 17 microservices — zero marginal cost after compilation.
At a Glance
service "microservice_patient" { version = "1.0.0" port = 8002 api_prefix = "/v1" database = "microservice_patient_db" compliance ["SOC2", "GDPR"] depends_on { microservice_identity imports [Workspace] }}entity Patient { @aggregate_root @tenancy(workspace, workspace_id) @soft_delete id UUID @pk @default($computed.uuid) workspace_id UUID @fk(Workspace.id) @not_null first_name String(100) @not_null last_name String(100) @not_null email String(255) @unique @sensitive status Enum(ACTIVE, INACTIVE) @default("ACTIVE") created_at DateTime @default($computed.now)}api { POST "/patients" { permissions = ["patients:write"] request { first_name String(100) @required last_name String(100) @required email String(255) } response @entity(Patient) @status(201) } GET "/patients" { permissions = ["patients:read"] response @paginated(Patient) }}Compilation Targets
One DMX spec, 49 technologies. DevMatrix compiles your specification into production-ready code across this entire stack.
Simple, transparent pricing
Start free. Scale when ready.
Frequently Asked Questions
Get in Touch
Have a question about DevMatrix? Want to discuss enterprise solutions? We'd love to hear from you.
Location
Marbella, Spain
Serving customers worldwide