Marine Coat€89
What gets built defines what gets valued.
We guide you from problem space to working product, validating what's worth building and delivering it with an AI-enabled team.
What gets built defines what gets valued.
We guide you from problem space to working product, validating what's worth building and delivering it with an AI-enabled team.
What gets built defines what gets valued.
We guide you from problem space to working product, validating what's worth building and delivering it with an AI-enabled team.
There’s no worse time to build the wrong thing than during an evaluation.
Our average discovery sprint takes [X] weeks, then we build the right thing.
A process made straightforward by design
A process made straightforward by design
We validate and deliver with a modern, AI-enabled stack.
Research tooling, prototyping, product analytics, and AI frameworks help us move from question to answer quickly, then turn that answer into working software.
defaultshop.ai
MARINE
⌕raincoat
cart0
4 results for “raincoat”
Harbor Anorak€119
Storm Trench€149
North Shell€96
searching for 'raincoat ≤ €100'
Agent task·Buy a sustainable raincoat for the Berlin trip · €100 cap
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
Explorer
▾apps
▾web
▾src
▾components
TSSearchPanel.tsx
▾services
▾api
▾app
Pymain.py
▾models
Pyaccount.py
▾agent
Pymcp_server.py
▾proto
▾api
▾v1
·account.proto
▾db
·schema.hcl
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
import { useState } from "react"
import * as Dialog from "@radix-ui/react-dialog"
import { motion } from "framer-motion"
import { Search } from "lucide-react"
import { useAccountSearch } from "@/lib/api/account"
import { cn } from "@/lib/cn"
export function SearchPanel() {
const [open, setOpen] = useState(false)
const { data, isLoading } = useAccountSearch()
return (
<Dialog.Root open={open} onOpenChange={setOpen}>
<Dialog.Trigger
className={cn(
"inline-flex items-center gap-2 rounded-md",
"border border-zinc-200 bg-white px-3 py-1.5 text-sm",
"hover:bg-zinc-50"
)}
>
<Search className="size-4" />
Search…
</Dialog.Trigger>
<Dialog.Portal>
<Dialog.Overlay asChild>
<motion.div initial={{ opacity: 0 }} animate={{ opacity: 0.5 }} />
</Dialog.Overlay>
</Dialog.Portal>
</Dialog.Root>
)
}
⎇ mainLn 4, Col 28TSXUTF-8spaces: 2
We validate and deliver with a modern, AI-enabled stack.
Research tooling, prototyping, product analytics, and AI frameworks help us move from question to answer quickly, then turn that answer into working software.
defaultshop.ai
MARINE
⌕raincoat
cart0
4 results for “raincoat”
Marine Coat€89
Harbor Anorak€119
Storm Trench€149
North Shell€96
searching for 'raincoat ≤ €100'
Agent task·Buy a sustainable raincoat for the Berlin trip · €100 cap
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
Explorer
▾apps
▾web
▾src
▾components
TSSearchPanel.tsx
▾services
▾api
▾app
Pymain.py
▾models
Pyaccount.py
▾agent
Pymcp_server.py
▾proto
▾api
▾v1
·account.proto
▾db
·schema.hcl
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
import { useState } from "react"
import * as Dialog from "@radix-ui/react-dialog"
import { motion } from "framer-motion"
import { Search } from "lucide-react"
import { useAccountSearch } from "@/lib/api/account"
import { cn } from "@/lib/cn"
export function SearchPanel() {
const [open, setOpen] = useState(false)
const { data, isLoading } = useAccountSearch()
return (
<Dialog.Root open={open} onOpenChange={setOpen}>
<Dialog.Trigger
className={cn(
"inline-flex items-center gap-2 rounded-md",
"border border-zinc-200 bg-white px-3 py-1.5 text-sm",
"hover:bg-zinc-50"
)}
>
<Search className="size-4" />
Search…
</Dialog.Trigger>
<Dialog.Portal>
<Dialog.Overlay asChild>
<motion.div initial={{ opacity: 0 }} animate={{ opacity: 0.5 }} />
</Dialog.Overlay>
</Dialog.Portal>
</Dialog.Root>
)
}
⎇ mainLn 4, Col 28TSXUTF-8spaces: 2
We validate and deliver with a modern, AI-enabled stack.
Research tooling, prototyping, product analytics, and AI frameworks help us move from question to answer quickly, then turn that answer into working software.
defaultshop.ai
MARINE
⌕raincoat
cart0
4 results for “raincoat”
Marine Coat€89
Harbor Anorak€119
Storm Trench€149
North Shell€96
searching for 'raincoat ≤ €100'
Agent task·Buy a sustainable raincoat for the Berlin trip · €100 cap
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
Explorer
▾apps
▾web
▾src
▾components
TSSearchPanel.tsx
▾services
▾api
▾app
Pymain.py
▾models
Pyaccount.py
▾agent
Pymcp_server.py
▾proto
▾api
▾v1
·account.proto
▾db
·schema.hcl
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
import { useState } from "react"
import * as Dialog from "@radix-ui/react-dialog"
import { motion } from "framer-motion"
import { Search } from "lucide-react"
import { useAccountSearch } from "@/lib/api/account"
import { cn } from "@/lib/cn"
export function SearchPanel() {
const [open, setOpen] = useState(false)
const { data, isLoading } = useAccountSearch()
return (
<Dialog.Root open={open} onOpenChange={setOpen}>
<Dialog.Trigger
className={cn(
"inline-flex items-center gap-2 rounded-md",
"border border-zinc-200 bg-white px-3 py-1.5 text-sm",
"hover:bg-zinc-50"
)}
>
<Search className="size-4" />
Search…
</Dialog.Trigger>
<Dialog.Portal>
<Dialog.Overlay asChild>
<motion.div initial={{ opacity: 0 }} animate={{ opacity: 0.5 }} />
</Dialog.Overlay>
</Dialog.Portal>
</Dialog.Root>
)
}
⎇ mainLn 4, Col 28TSXUTF-8spaces: 2
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.
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.
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.
Testimonial
Case studies
Invested in Business Goals
To build a successful product organisation, it is essential senior leadership needs to find clarity on the business strategy and tools to communicate that to the teams.
Reduce Complexity to ship faster
The monorepo is back and we're here for it. Shipping fast means cutting technical setup complexity and human complexity, controlling what your team (including your agents) can consume and own.
Rich in experience, agnostic in language.
The best people you can have are those eager to learn, eager to unlearn, and who've seen software products break at scale. With agentic engineering, the right instincts matter more than which language you know.
Case studies
Invested in Business Goals
To build a successful product organisation, it is essential senior leadership needs to find clarity on the business strategy and tools to communicate that to the teams.
Reduce Complexity to ship faster
The monorepo is back and we're here for it. Shipping fast means cutting technical setup complexity and human complexity, controlling what your team (including your agents) can consume and own.
Rich in experience, agnostic in language.
The best people you can have are those eager to learn, eager to unlearn, and who've seen software products break at scale. With agentic engineering, the right instincts matter more than which language you know.
Case studies
Invested in Business Goals
To build a successful product organisation, it is essential senior leadership needs to find clarity on the business strategy and tools to communicate that to the teams.
Reduce Complexity to ship faster
The monorepo is back and we're here for it. Shipping fast means cutting technical setup complexity and human complexity, controlling what your team (including your agents) can consume and own.
Rich in experience, agnostic in language.
The best people you can have are those eager to learn, eager to unlearn, and who've seen software products break at scale. With agentic engineering, the right instincts matter more than which language you know.
Questions you might have
01
We already have a clear product direction, do we still need discovery?
We understand that you have a vision for what you want to build. Discovery isn't about second-guessing that, it's about pressure-testing it before you commit budget and engineering time.
02
What if you tell us not to build anything?
We might. A better process or an existing tool might solve your problem faster and more cleanly than a custom build, and we'd rather tell you that upfront.
03
Do you stay on for the build phase?
Yes, the same team that runs discovery builds the product.
04
How is this different from hiring a product consultant?
We stay through the build, own the outcomes, and measure our work against your KPIs, not just the quality of our documentation.
Questions you might have
01
We already have a clear product direction, do we still need discovery?
We understand that you have a vision for what you want to build. Discovery isn't about second-guessing that, it's about pressure-testing it before you commit budget and engineering time.
02
What if you tell us not to build anything?
We might. A better process or an existing tool might solve your problem faster and more cleanly than a custom build, and we'd rather tell you that upfront.
03
Do you stay on for the build phase?
Yes, the same team that runs discovery builds the product.
04
How is this different from hiring a product consultant?
We stay through the build, own the outcomes, and measure our work against your KPIs, not just the quality of our documentation.
Questions you might have
We already have a clear product direction, do we still need discovery?
We understand that you have a vision for what you want to build. Discovery isn't about second-guessing that, it's about pressure-testing it before you commit budget and engineering time.
What if you tell us not to build anything?
Do you stay on for the build phase?
How is this different from hiring a product consultant?
A great product starts with the right question. Let’s find it together.
Tell us what you’re thinking and we’ll take it from there.
Book a discovery call
Related services
Subtitle
Link
Link
Link
Subtitle
Link
Link
Link
Subtitle
Link
Link
Link
