Less time on servers. More time on what matters.

No infrastructure team yet? We host the products we build for you and take over your infrastructure and DevOps, so you keep moving fast.

FLINK
Akademie für Lernpädagogik
HEM
Circus Group

Move fast without an infrastructure team.

Early-stage companies rarely have the people or the know-how for infrastructure at hand. We take over full infrastructure projects, host the products we built for you, or run DevOps in your environment, and add capacity where your team isn’t complete yet.

You didn't start a company to manage servers. We handle the infrastructure, you handle everything else.

We deploy, monitor, and maintain your setup across AWS, Google Cloud, Azure, or Hetzner, whatever fits your product. Including AI model deployments in production.

AWS/GCP/ Azure

Hetzner

LLM infrastructure

AI model deployments

CI/CD pipelines

Kubernetes & Docker

Monitoring & alerts

A process made straightforward by design

Infrastructure review

We start by understanding what you're running, where it's running, and whether the setup is reliable, scalable, and cost-efficient. If you're already hosted somewhere we work with it. If you're starting fresh we'll recommend the right fit.

Your environment or ours

Did we build your prototype? We launch it quickly on our compliant hosting, in your name. Running your own setup? We take over your infrastructure and DevOps where they are.

Monitor and maintain

We watch your infrastructure continuously, handle updates, manage costs, and are on call when something needs attention. You focus on building the product.

Infrastructure review

We start by understanding what you're running, where it's running, and whether the setup is reliable, scalable, and cost-efficient. If you're already hosted somewhere we work with it. If you're starting fresh we'll recommend the right fit.

Your environment or ours

Did we build your prototype? We launch it quickly on our compliant hosting, in your name. Running your own setup? We take over your infrastructure and DevOps where they are.

Monitor and maintain

We watch your infrastructure continuously, handle updates, manage costs, and are on call when something needs attention. You focus on building the product.

Infrastructure that works without you thinking about it.

We work with what you have

Already on AWS, Azure, GCP or Hetzner? We take over your existing setup and DevOps.

We work with what you have

Already on AWS, Azure, GCP or Hetzner? We take over your existing setup and DevOps.

Capacity when you need it

No DevOps engineer yet, or not enough of them? We fill the gap until your team is complete.

Capacity when you need it

No DevOps engineer yet, or not enough of them? We fill the gap until your team is complete.

Compliant hosting

European-region hosting with providers that guarantee data residency. Specific compliance requirements or platforms? Tell us and we build around them.

Compliant hosting

European-region hosting with providers that guarantee data residency. Specific compliance requirements or platforms? Tell us and we build around them.

Cost optimization

We actively manage your infrastructure spend. No idle resources, no surprise bills, just infrastructure that scales with your product and stays within budget.

Cost optimization

We actively manage your infrastructure spend. No idle resources, no surprise bills, just infrastructure that scales with your product and stays within budget.

What we value in working together

Working at eye level

We don't arrive with ready-made answers. You know your domain, we bring product, engineering and AI experience, and we build the solution together, in your language.

Where business, product and tech meet

We work at the intersection of business, product and technology. One interdisciplinary team brings strategy, product, engineering and AI together and translates between them, so nothing gets lost in handovers.

The courage to change

Markets move and change is the new normal. Call it agile, new work or OKRs, ideas alone are not enough. We make the change happen and stay until it works.

We manage on modern, reliable infrastructure.

Our team is fluent across the full infrastructure stack: cloud providers, container orchestration, CI/CD pipelines, and everything in between. We architect around what your product actually needs, not what we default to.

defaultshop.ai
claude — fish — 100×30

Our technology stack

hubblrv0.4.2·stack categories

languages

·
name
used in
●TypeScriptfrontend, edge runtimes, agent SDKs
●PythonFastAPI services, data pipelines, agents
●Gohigh-throughput services, infra glue
●SQLPostgres-first · Atlas migrations · dbt
●BashCI, deploys, day-to-day glue

ai

·
name
used in
●Claude CodeAI pair-programmer in the terminal
●MCP serversexpose internal tools to agents
●Gemini SDKlong-context multimodal, planning
●MastraTypeScript agent SDK
●Vercel AI SDKstreaming + tool-use on the edge
●Vercel Chat SDKproduction chat scaffold · resumable streams
●AI Gatewaymodel routing, observability, budgets
●v0AI-built UI scaffolds · ship to Vercel
●Langfuseproduction tracing + evals
●pgvectorRAG straight in Postgres

agentic commerce

·
name
used in
●Agent Commerce Protocolopen spec for agent-to-merchant transactions
●Stripe Agent Toolkitagent-issued payments + checkout APIs
●Browserbaseheadless browser-as-a-service for agents
●StagehandPlaywright + LLM, structured browser control
●Computer UseAnthropic desktop control · agentic shopping flows
●LangGraphagent state machines · tool routing
●MCP serversexpose product catalog + checkout to agents

backend

·
name
used in
●FastAPIPython · async · Pydantic-typed
●SQLAlchemy 2async ORM · asyncpg
●Pydanticschemas + validation everywhere
●Postgres 16primary store · jsonb · pgvector
●Atlasdeclarative schema · HCL migrations
●Connect RPCHTTP/JSON · gRPC · gRPC-Web from one .proto
●Rediscache · queues · pubsub

frontend

·
name
used in
●React + Vitefast dev loop, modern build
●Tailwind CSSdesign system in classes
●Radix UIaccessible primitives
●shadcn/uicopy-pastable components
●Framer Motioninteraction + transitions
●React Nativeshared codebase across iOS/Android

devops

·
name
used in
●Turborepomonorepo · cached pipelines
●pnpm + uvfast install for JS + Python
●Docker Composelocal stack in one command
●AWSprimary cloud · prod workloads
●Google Clouddata + ML stack
●Terraforminfra-as-code
●Vercelmarketing + edge functions

quality

·
name
used in
●TypeScriptstrict mode, every file
●Ruff + MypyPython lint + types
●BufProtobuf lint + breaking-change checks
●Pytest · Vitestunit + integration
●Playwrightbrowser e2e + smoke tests

commerce

·
name
used in
●Shopifyheadless storefronts
●commercetoolsenterprise composable
●Contentfulheadless CMS
●emdash CMSgit-native headless CMS · TS-first
●Algoliasearch + recs

product

·
name
used in
●Linearissues, cycles
●Notiondocs + roadmaps
●Figmadesign + prototypes
●Dovetailuser research
← / → switch category·scroll

A fast moving team, fully enabled to deliver end to end.

In the new engineering era it's crucial that engineers are empowered to discover, scope and deliver features end to end while reducing dependencies to others. And we are a small team of opinionated people.

Entrepreneurial mindset

Culture has always been hugely important at HUBBLR, and we believe entrepreneurship matters. The qualities that come with it (e.g. taking ownership of a problem, running with it and just getting it done) are what we look for in our team members. We also understand that software ultimately needs to make money, so we keep that in mind throughout, looking for ways to have a positive impact on the bottom line, not just on the codebase.

Discover, build, iterate

We're huge believers that the best engineers are the ones who understand a problem end to end. So our engineers stay in a close loop with the problem, the users, and the business need before scoping a solution. We're also believers in shipping fast, and in cutting corners deliberately. Just never on safety, security, or scalability.

Reduce dependencies

We've seen companies where delivering a feature end to end meant dependencies between three or more teams. With the shift to agentic engineering, we think that this has to change. Engineers should be able to take ultimate ownership of a problem, while getting the right, knowledgeable support along the way to scope a better solution.

Shorter roadmaps

You'll find HUBBLR's team arguing for shorter scoped initiatives and tighter budgets. We understand delivery used to work differently, but software-enabled businesses face growing pressure to ship high quality output rapidly. To meet that, you need shorter timelines, more focus, and flatter hierarchies that allow for faster, decision making and a more flexible budget allocation.

Entrepreneurial mindset

Culture has always been hugely important at HUBBLR, and we believe entrepreneurship matters. The qualities that come with it (e.g. taking ownership of a problem, running with it and just getting it done) are what we look for in our team members. We also understand that software ultimately needs to make money, so we keep that in mind throughout, looking for ways to have a positive impact on the bottom line, not just on the codebase.

Discover, build, iterate

We're huge believers that the best engineers are the ones who understand a problem end to end. So our engineers stay in a close loop with the problem, the users, and the business need before scoping a solution. We're also believers in shipping fast, and in cutting corners deliberately. Just never on safety, security, or scalability.

Reduce dependencies

We've seen companies where delivering a feature end to end meant dependencies between three or more teams. With the shift to agentic engineering, we think that this has to change. Engineers should be able to take ultimate ownership of a problem, while getting the right, knowledgeable support along the way to scope a better solution.

Shorter roadmaps

You'll find HUBBLR's team arguing for shorter scoped initiatives and tighter budgets. We understand delivery used to work differently, but software-enabled businesses face growing pressure to ship high quality output rapidly. To meet that, you need shorter timelines, more focus, and flatter hierarchies that allow for faster, decision making and a more flexible budget allocation.

Questions you might have

No. We work with your existing setup. If something needs changing we'll tell you why and let you decide.

It depends on your setup and workload. We'll give you a clear number after the infrastructure review.

That's exactly when it matters most. A small team can't afford to have someone distracted by infrastructure. Handing it over early means you scale on a solid foundation instead of rebuilding it later under pressure.

That's our problem, not yours. We monitor continuously and are on call when something needs attention.

Next step

Hand over your servers.

Tell us what you’re running and we’ll tell you honestly how we’d approach it.

Good engineering is mostly discipline: clear ownership, honest estimates and systems you can operate at three in the morning.

I have taken over enough projects in trouble to know that the rewrite is rarely the answer. Understanding what is there, stabilising it and moving it forward usually is.

For me, software is only done when your team can run it.

Florian Greinus