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DevOps & Cloud

Cloud-Native Development

Cloud-native doesn't mean cloud-dependent. Our Rust tools ship as single binaries that run on any Linux box, edge server, or air-gapped environment. Our web services deploy to Cloudflare Workers, Railway, and Netlify. We build for the cloud without being locked into it.

Edge Computing

Run code at the edge — closer to users, faster response times, lower costs.

Cloudflare Workers

Our primary edge platform

Sub-millisecond cold starts across 300+ global locations. V8 isolates, not containers — instant startup, pay-per-request. D1 for SQLite at the edge, R2 for S3-compatible storage, KV for global key-value, Workers AI for inference without GPU management. We deploy PLU Finder's static assets and API functions here.

Cloudflare Pages

Static sites with edge functions

Git-connected static site hosting with edge functions for dynamic behavior. Automatic deployments from GitHub, preview URLs for every branch, and integration with the full Cloudflare ecosystem (R2, D1, KV, Workers).

Workers AI

Inference at the edge

Run AI models on Cloudflare's GPU network without managing infrastructure. Text generation, embeddings, image classification, and speech-to-text. Combine with Workers for complete AI-powered APIs at edge latency.

Serverless Functions

When you need compute without managing servers — matched to the right platform.

AWS Lambda

The full ecosystem when you need it

  • Event-driven compute with automatic scaling
  • Native integration with S3, SQS, DynamoDB, API Gateway
  • Container image support for complex runtimes
  • Step Functions for orchestrating multi-step workflows

Netlify Functions

Simpler alternative to Lambda

  • Git-deployed serverless endpoints
  • Built-in identity and auth
  • Background functions for long-running tasks
  • No AWS account or configuration overhead

Azure Functions

Enterprise Microsoft ecosystem

  • Durable Functions for stateful orchestrations
  • Azure Cognitive Services integration
  • Active Directory auth out of the box
  • Hybrid cloud with Azure Arc

Single-Binary Deployment

Not everything needs a container or a cloud function. Sometimes the best deployment is just a binary.

Our Rust Toolchain

CogniGraph, IronFlow, IronCrew, Cognitive-OCR, and CogniGraph Chunker all compile to a single static binary. No runtime, no package manager, no container registry. Copy the file, run it. Works on Linux, macOS, ARM edge devices, and air-gapped networks where cloud access isn't an option.

Why This Matters

  • Zero-dependency deployment to any environment
  • No supply chain risk from runtime dependencies
  • Instant cold starts — no container pull, no VM boot
  • Air-gapped and classified environments served
  • Docker available when containerization adds value

Microservices Architecture

When the system is complex enough to warrant decomposition — not before.

ArangoDB Foxx

Microservices inside the database

JavaScript/TypeScript services running next to the data with zero network latency. Express-like routing, graph traversals in single requests, ACID transactions. We've built Foxx services for gaming platforms, IoT backends, and enterprise integrations.

OpenResty

High-performance Lua at the edge

Nginx with embedded LuaJIT for API gateways, request routing, auth, and rate limiting at massive scale. Used as a Nakama Server replacement for GameStake Technologies. When you need the performance of C with the flexibility of scripting.

Event-Driven & Async

Decoupled, resilient systems

  • Message queues (Redis Pub/Sub, RabbitMQ, SQS)
  • Webhook-driven workflows via IronFlow
  • Server-Sent Events and WebSocket streaming
  • CQRS and event sourcing where complexity warrants it

Platform Hosting

Managed platforms for when you want deployment speed without infrastructure overhead.

Railway

Fast service deployment with automatic scaling, managed databases (PostgreSQL, Redis, MySQL), private networking, and environment cloning. Push code, get a running service. We use Railway when the team needs to ship fast without managing Kubernetes or cloud provider consoles.

Docker & Kubernetes

Docker for containerized deployments across any cloud. Kubernetes for orchestration at scale with Helm charts and GitOps delivery via ArgoCD. We provide Dockerfiles for all our Rust tools, but the single-binary option exists when containers add overhead without value.

Ready to go cloud-native?

Contact us to discuss your deployment architecture — whether it's edge functions, single binaries, or managed platforms, we'll match the approach to your actual requirements.

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