DDD Modular Monoliths & Enterprise Systems
Bounded-context ERPs, operational ledgers, and high-throughput backend services.
We architect and ship production backends in Rust (Axum, Topcoat, SQLx) and Go (Fiber, sqlc) structured around Domain-Driven Design. By enforcing strict crate boundaries, transactional outbox projections, and compile-time verified SQL over PostgreSQL and SQLite WAL, we replace fragile microservice sprawl with auditable modular monoliths.
Deliverables & stack
- Rust & Axum / Topcoat
- Go & Fiber v3
- DDD Modular Monoliths
- SQLx & sqlc (Compile-Time SQL)
- PostgreSQL & SQLite WAL
- Transactional Outbox & CQRS
- StoneMQ & Redis Streams
- Nix Flakes & Crane
- Operational Ledger ERPs
Real-Time DSP, Low-Latency & Native GPUI
C++20/Rust ingestion sidecars, microwave-radar signal processing, and 60fps desktop tools.
When latency and hardware utilization matter, we drop down to modern C++ (C++20/23, userver), C (io_uring, raw sockets), and native Rust (Zed GPUI, cpal, rustfft). From 100Hz contactless radar vital-signs extraction and Doppler audio sonification to wearable telemetry pipelines with ~15ms p50 alert fan-out, we engineer deterministic hot paths.
Deliverables & stack
- C++20/23 & userver
- Rust & Zed GPUI Desktop
- C & Linux io_uring
- FFT & Hilbert Radar DSP
- Real-Time Audio (cpal)
- Wearable Telemetry & HRV
- WebSocket & Socket.IO Fan-Out
- CMake & GoogleTest
- Rust <-> C FFI
Edge AI, Knowledge Graphs & Hypermedia Web
Browser-side WebAssembly ONNX inference, pgvector RAG, and server-first web platforms.
We integrate applied AI and modern web interfaces where they create measurable operational leverage: running UltraFace, YOLO11n, and VAD models inside browser WebAssembly via tract-onnx to cut cloud GPU costs by 97%, grounding procurement intelligence in PostgreSQL pgvector knowledge graphs, and delivering instant hypermedia and Svelte 5 interfaces.
Deliverables & stack
- WebAssembly & tract-onnx
- ONNX Runtime & WebGPU
- PostgreSQL pgvector & Graphs
- Topcoat SSR & HTMX
- Svelte 5 Runes & SvelteKit
- Agentic LLM Gateways
- Editorial Design Systems
- Programmatic SEO Engines
- End-to-End Delivery