DevMatrix is the deterministic compilation layer between specification and production infrastructure. Same spec in, same code out — byte-for-byte reproducible, cryptographically signed, audit-ready. Every artifact carries an Ed25519-signed Replay Certificate and CycloneDX 1.5 SBOM. Everything beyond the Compiler Wall is zero-randomness.
Technical Preview · Enterprise & regulated industries
A multi-phase compilation pipeline — like LLVM for enterprise systems. Six deterministic stages transform a DMX specification into verified, deployable infrastructure.
Define system architecture in DMX — entities, APIs, data flows, security policies, infrastructure topology.
Syntax and correctness verification. Every reference, type, and constraint checked.
100+ cognitive passes across 16 phases. Pure IR transforms — no side effects, fully deterministic.
200+ emitters targeting Python/FastAPI and Java/Spring Boot, SQL, Docker, infrastructure. Next.js/React frontend in progressive rollout.
119 automated gates: BLOCK (fatal), WARN (advisory), INFO (telemetry). OWASP, performance, compliance.
Multi-tier auto-generated tests, CycloneDX 1.5 SBOM, Source Map IR↔code, Build Fingerprint + Merkle root, Ed25519-signed Replay Certificate.
Define system architecture in DMX — entities, APIs, data flows, security policies, infrastructure topology.
Syntax and correctness verification. Every reference, type, and constraint checked.
100+ cognitive passes across 16 phases. Pure IR transforms — no side effects, fully deterministic.
200+ emitters targeting Python/FastAPI and Java/Spring Boot, SQL, Docker, infrastructure. Next.js/React frontend in progressive rollout.
119 automated gates: BLOCK (fatal), WARN (advisory), INFO (telemetry). OWASP, performance, compliance.
Multi-tier auto-generated tests, CycloneDX 1.5 SBOM, Source Map IR↔code, Build Fingerprint + Merkle root, Ed25519-signed Replay Certificate.
One DMX specification, full-stack output across languages, frameworks, and infrastructure.
The compilation layer that transforms declarative specifications into verified, production-grade infrastructure. Every component below operates deterministically.
Eight artifacts that turn a deterministic compile into an auditable supply-chain event. Designed for the controls your CISO, regulator, and procurement team already ask for.
Each concern declares one technology in the spec; the compiler dispatches to the matching plugin. Default plus registered options below — and your own plugin extends any concern without a compiler fork. No vendor lock-in.
Register a plugin for any concern. The compiler dispatches automatically.
A build refuses to ship if a declared concern has no matching plugin.
The supported surface is a closed, versioned taxonomy — not a moving target.
DevMatrix is deployable from a hosted SaaS to a fully air-gapped runner — match the model to your regulatory posture.
Code assistants help engineers write. App builders make prototypes. Autonomous agents close tickets. Internal AI factories run black-box. DevMatrix is the only one that emits the same byte-deterministic artifact tree your auditors can replay.
| Dimension | DevMatrix Deterministic compiler | Code Assistants Copilot · Cursor · Tabnine | AI App Builders Lovable · Replit · v0 | Autonomous Agents Devin · Cognition | Internal AI Factories Globant Magnifai · Accenture myWizard |
|---|---|---|---|---|---|
| Output determinism | Byte-identical · same spec → same code | Probabilistic per completion | Non-deterministic per prompt | Non-deterministic per run | Opaque · vendor-controlled |
| Signed evidence pack | SBOM · Replay Cert · Merkle · Source Map | None | None | None | Vendor reports · not standardized |
| Audit traceability (IR ↔ code) | Every line traced to spec node | None | None | Logs only · not signed | Internal · not externally verifiable |
| Multi-language emission | Python · Java · Next.js · plugin-registered | Any (probabilistic) | Locked to vendor stack | Any (probabilistic) | Vendor-dependent |
| Closed-taxonomy / BYO plugins | 22 concerns · Plugin Registry | N/A | Vendor stack only | N/A | Vendor-bound |
| Multi-spec orchestration | Platform / Service / App hierarchy + cross-contract closure | File / function scope | Single-app scope | Ticket scope | Vendor-specific |
| Air-gapped deploy | Supported · signed image | GHE / Cloud only | Vendor cloud | Vendor cloud | Possible · negotiated |
| IP ownership | Spec + compiler version + emitted source all yours | Generated text yours · model not | Code yours · platform lock-in | Generated code yours · model not | Code yours · platform lock-in |
| Compliance posture (SOC 2 / PCI / DORA / EU CRA) | Evidence pack maps directly to controls | Vendor SOC 2 only | Limited | Limited | Vendor attestations |
| Reproducibility for auditors | Independent replay from spec + version | Not reproducible | Not reproducible | Not reproducible | Vendor-mediated |
DMX is a purpose-built specification language for declaring complete software platforms. One .dmx file describes entities, APIs, business flows, sagas, state machines, security policies, and infrastructure — the compiler handles the rest. Write directly (zero LLM) or use LLM-assisted authoring with critic validation. The spec is the auditable source-of-truth: every regenerated artifact is byte-identical and signed.
service "accounts" { version = "1.0.0" port = 8002 api_prefix = "/v1" database = "ledger_accounts_db" compliance ["SOC2", "PCI-DSS", "DORA"] depends_on { identity imports [Tenant, Customer] }}entity Account { @aggregate_root @tenancy(tenant, tenant_id) @soft_delete id UUID @pk @default($computed.uuid) tenant_id UUID @fk(Tenant.id) @not_null owner_id UUID @fk(Customer.id) @not_null iban String(34) @unique @sensitive currency String(3) @iso4217 @not_null balance Money @not_null @default(0) status Enum(ACTIVE, FROZEN, CLOSED) @default("ACTIVE") opened_at DateTime @default($computed.now)}api { POST "/accounts" { permissions = ["accounts:open"] request { owner_id UUID @required currency String(3) @required } response @entity(Account) @status(201) } POST "/accounts/{id}/freeze" { permissions = ["accounts:freeze"] triggers = Account.status -> FROZEN response @entity(Account) }}Declare how services in a platform talk to each other — synchronous HTTP, asynchronous events through any of the six supported brokers (Kafka, RabbitMQ, NATS, SNS/SQS, Pub/Sub, Redis Streams), or orchestrated sagas with transactional outbox. The compiler emits client, server route, broker wiring, and the compensation paths.
platform "LedgerPlatform" { modules { identity { spec = "identity.dmx" } accounts { spec = "accounts.dmx" } payments { spec = "payments.dmx" } audit { spec = "audit.dmx" } } // Sync HTTP — accounts resolves customer within its own request interactions { "I-10: Accounts resolves customer" { tier = 1 provider = identity consumer = accounts trigger = http(method="GET", path="/customers/{id}") response_schema = CustomerDTO timeout_ms = 500 idempotent = true } // Saga — atomic money transfer with compensation "I-11: Transfer saga" { tier = 1 orchestrator = payments participants = [accounts, accounts] trigger = saga("transfer.requested") steps = [debit_source, credit_target, settle] compensation = [reverse_credit, reverse_debit] outbox = true } // Async event — audit logs every state transition "I-12: Transfer audited" { tier = 2 producer = payments consumer = audit trigger = event("payments.transfer.settled") broker = kafka payload { transfer_id UUID @required } } }}One DMX spec, 131 technology outputs across 22 concern categories. DevMatrix compiles your specification into production-ready code across this entire stack.
Access the compiler at every scale. From evaluation to dedicated infrastructure.
Have a question about DevMatrix? Want to discuss enterprise solutions? We'd love to hear from you.
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