A dedicated team that owns the result.

Engineers, product and delivery management from our own team take on your project or product, agree joint KPIs with you and ship from the first sprint.

FLINK
Akademie für Lernpädagogik
HEM
Circus Group

When you need a result, not more headcount.

Some projects need more than extra hands: someone has to scope them, run the delivery and make the calls. Our dedicated team brings that leadership with it. We take over complete products or run a workstream next to your internal teams, and we bring a culture that wants the outcome as much as you do.

Every role the outcome needs

We staff the team with the roles your project needs, from AI engineers and DevOps to product managers and interim CTPOs, so you don't have to assemble it yourself.

Forward-deployed engineers

Dev Ops

AI / ML experts

Data & BI analytics engineers

Product & delivery managers

Business automation consultants

Interim CTPOs

What you get

We own the business case

We agree on the outcome with you and take ownership of it, measured against joint KPIs, not hours.

Built around your systems

We onboard ourselves onto your tech stack, build around the ERP, CRM or shop you run, and can take ownership of your internal products.

Yours to keep

All code lives in your repositories from day one, and the IP transfers to your company.

How it works

Discovery call

We learn which project or product is waiting, what your stack looks like and what success should look like.

Team setup

We put together a team from our own people, including a delivery lead, and agree the scope and joint KPIs with you.

Start shipping

The team onboards into your tools and systems within days. The delivery lead runs the work and reports progress against the KPIs.

Hand over or stay

When the work is stable, your team takes it over with full documentation, or we stay on as part of your product organisation.

Discovery call

We learn which project or product is waiting, what your stack looks like and what success should look like.

Team setup

We put together a team from our own people, including a delivery lead, and agree the scope and joint KPIs with you.

Start shipping

The team onboards into your tools and systems within days. The delivery lead runs the work and reports progress against the KPIs.

Hand over or stay

When the work is stable, your team takes it over with full documentation, or we stay on as part of your product organisation.

We build on modern, scalable stacks.

Our engineers are fluent across modern tooling, from AI and agentic frameworks to frontend, backend and DevOps. We onboard onto the stack you already run and work with what is right for your product.

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

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.

Questions you might have

Yes. Product and delivery management come with the engineers, so someone translates between your business and the team. You set the priorities, we handle the rest.

You choose. We document everything and hand over to your people or another partner, or we keep running and developing it for you.

You do. All code lives in your repositories from day one, and the IP transfers to your company.

With Engineers on Demand, our engineers join your team, you lead and we bill by time. With a Dedicated Delivery Team, we lead the delivery, agree joint KPIs with you and are measured on the result.

Get your backlog moving

Tell us which project or product is waiting. We'll propose a team, a scope and the KPIs we'd sign up to.

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