DevOps & Cloud Infrastructure
We don't just advise on DevOps — we deploy our own products daily. CogniGraph, IronFlow, and IronCrew ship as single Rust binaries. PLU Finder runs across 4 domains with managed databases. This website is Bun SSR. When we architect your infrastructure, the patterns come from operating our own.
How We Deploy Our Products
Real deployment patterns from our own production infrastructure.
Single Binary Deployment
Native binaries — explicit service dependencies
Our Rust workflow, agent and knowledge tools use native binaries without a separate Python or Node runtime. Supported targets, system libraries, database connections, model files and provider access are verified for the selected release. Container packaging remains available when useful.
Edge & Serverless
Cloudflare Workers, Netlify, Railway
PLU Finder's static assets on Cloudflare Pages, API functions on Workers. Railway for fast service deployment with automatic scaling. Netlify Functions for git-deployed serverless endpoints. We pick the platform that minimizes operational overhead for the workload.
Database Infrastructure
ArangoDB clusters, S3 Vectors, SQLite
Database deployment, migration, backup and restore planning across ArangoDB, relational stores and embedded deployments. We agree retention, recovery objectives and resource budgets, then test restore procedures in the target environment and hand over operating guidance.
Cloud Platforms
We're opinionated about where to deploy — and honest about when each makes sense.
Cloudflare
Our default for edge and web
Workers for serverless functions, Pages for static sites, R2 for object storage, D1 for SQLite workloads and Workers AI for hosted inference. We select services around latency, consistency, data location and operating cost rather than assuming every workload belongs at the edge.
AWS
When you need the full ecosystem
EC2, Lambda, ECS/EKS, RDS, S3, SQS, and the rest. IronFlow's S3 nodes integrate natively with AWS storage and S3 Vectors. We use AWS when the project needs services Cloudflare doesn't offer — managed Kubernetes, GPU instances, or deep AWS-native integrations.
Azure & Others
Enterprise and multi-cloud
Azure DevOps, AKS, Functions, and Cognitive Services for Microsoft-aligned enterprises. Oracle Cloud for specific enterprise workloads. We architect multi-cloud when the business requires it — not for its own sake.
CI/CD & Pipeline Automation
From code push to production — automated, repeatable, auditable.
GitHub Actions
- Custom Docker-backed workflows for complex builds
- Matrix builds for multi-platform testing
- Cron-scheduled tasks and automation
- Reusable actions across repositories
Containers & Orchestration
- Docker for development and production
- Kubernetes for container orchestration at scale
- Helm for package management
- Docker Compose for local multi-service stacks
Infrastructure as Code
- Terraform for multi-cloud provisioning
- Pulumi for IaC with real programming languages
- ArgoCD and Flux for GitOps delivery to Kubernetes
- Taskfile for local and CI task automation
IronFlow for Pipelines
- DAG-based workflow automation in a single binary
- Shell commands, HTTP calls, file operations
- S3 operations, database queries, notifications
- Runs in CI/CD or standalone with documented service dependencies
Observability & Security
You can't operate what you can't see. You can't ship what isn't secure.
Monitoring & Observability
- Metrics, structured logs and distributed traces suited to the system
- Service-level objectives, actionable alerts and runbooks
- Resource budgets and provider-cost visibility
- Operational ownership and incident handover
Security & Compliance
- Dependency and container-image scanning with remediation ownership
- Scoped credentials and documented rotation procedures
- Backup policies and recovery exercises against agreed objectives
- Controls mapped to the engagement, with evidence for organizational review
Proven Track Record
20+ years of infrastructure experience across enterprise and startup.
Retraced GmbH
TechOps Leadership
DevOps leadership across the company and affiliates. Platform framework design and implementation, cloud-to-cloud sync and migration, GitHub Actions automation with custom Docker workflows.
Electrolux
300+ EU Locations
Infrastructure supporting a pan-European supply chain platform. Transportation management, warehouse coordination, quality control automation — all running reliably at enterprise scale.
vzaar
7+ Years — Video Hosting Infrastructure
API infrastructure serving hundreds of third-party integrations. CDN integration, transcoding pipelines, storage management. Long-term operational ownership of a production video platform.
Our Own Products
Daily Production Operations
PLU Finder across 4 domains, CogniGraph with ArangoDB clusters, IronFlow pipelines running daily, this website on Bun SSR. We operate what we build — the feedback loop is immediate.
Ready to modernize your infrastructure?
Contact us to discuss your DevOps needs — we'll bring patterns from infrastructure we operate daily, not from a certification exam.
Get in Touch