Take back control of your stalled project

We audit your existing codebase, assess what's salvageable, and take over delivery.

Book a project audit

Take back control of your stalled project

We audit your existing codebase, assess what's salvageable, and take over delivery.

Book a project audit

Take back control of your stalled project

We audit your existing codebase, assess what's salvageable, and take over delivery.

Book a project audit

A process made straightforward by design

Project audit

Honest assessment

Take over & delivery

Faster go-to-market

A process made straightforward by design

Project audit

Honest assessment

Take over & delivery

Faster go-to-market

A process made straightforward by design

Project audit

We audit your existing codebase, documentation, and delivery history. No commitment from either side until we've seen what we are working with.

Honest assessment

We tell you what is salvageable, what needs to be rebuilt, and what a realistic timeline looks like. If we don't think we can deliver, we say so.

Take over & delivery

If we commit, we agree on joint KPIs and take full ownership of delivery. You get a team as invested in the outcome as you are.

Faster go-to-market

Learn more

A team that takes ownership, not just instructions

Ready to find out?

Codebase audit first

Skin in the game

Honest fit assessment

GDPR compliant

A team that takes ownership, not just instructions

Ready to find out?

Codebase audit first

Skin in the game

Honest fit assessment

GDPR compliant

A team that takes ownership, not just instructions

Ready to find out?

Codebase audit first

Skin in the game

Honest fit assessment

GDPR compliant

We're fans of a modern, scalable tech stack.

Our engineers are comfortable across the full spectrum of modern tooling from AI and agentic frameworks to frontend, backend, and DevOps. We work with whatever stack the project is on.

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

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

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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're fans of a modern, scalable tech stack.

Our engineers are comfortable across the full spectrum of modern tooling from AI and agentic frameworks to frontend, backend, and DevOps. We work with whatever stack the project is on.

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

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

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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're fans of a modern, scalable tech stack.

Our engineers are comfortable across the full spectrum of modern tooling from AI and agentic frameworks to frontend, backend, and DevOps. We work with whatever stack the project is on.

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

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.

Entrepreneurial mindset

Discover, build, iterate

Reduce dependencies

Shorter roadmaps

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

Discover, build, iterate

Reduce dependencies

Shorter roadmaps

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.

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

Can you really take over a project someone else started?

Yes, and we do it often. We assess what's there, decide what's salvageable, and move forward with a clear plan. You don't have to start from scratch.

02

What if the codebase is in poor shape?

We've seen it all. Some projects are salvageable with targeted fixes, others need a partial or full rebuild. We'll tell you honestly which category yours falls into, and what each option means for your timeline.

03

How do you handle confidentiality during the audit?

Full confidentiality agreements before we look at anything, strict data handling protocols, and operations within your own infrastructure if required. Nothing leaves your organisation.

04

What did the previous team or agency do wrong?

We don't spend time on blame. Our focus is on what needs to happen next, assessing the current state honestly and getting the project to a standard you're confident standing behind.

Questions you might have

01

Can you really take over a project someone else started?

Yes, and we do it often. We assess what's there, decide what's salvageable, and move forward with a clear plan. You don't have to start from scratch.

02

What if the codebase is in poor shape?

We've seen it all. Some projects are salvageable with targeted fixes, others need a partial or full rebuild. We'll tell you honestly which category yours falls into, and what each option means for your timeline.

03

How do you handle confidentiality during the audit?

Full confidentiality agreements before we look at anything, strict data handling protocols, and operations within your own infrastructure if required. Nothing leaves your organisation.

04

What did the previous team or agency do wrong?

We don't spend time on blame. Our focus is on what needs to happen next, assessing the current state honestly and getting the project to a standard you're confident standing behind.

Questions you might have

Can you really take over a project someone else started?

Yes, and we do it often. We assess what's there, decide what's salvageable, and move forward with a clear plan. You don't have to start from scratch.

What if the codebase is in poor shape?

How do you handle confidentiality during the audit?

What did the previous team or agency do wrong?

Related services

Embedded engineering team

AI adoption consulting

Managed cloud hosting

Related services

Embedded engineering team

AI adoption consulting

Managed cloud hosting

Related services

Embedded engineering team

Dedicated AI engineering capacity for validated product opportunities that need senior execution.

Get building

AI adoption consulting

Implement AI tools, workflows, and governance once the right product direction is clear.

Get AI ready

Managed cloud hosting

Deploy and maintain reliable infrastructure so your team can focus on the product.

Get hands-free

Ship Products Faster Than Ever

Take back control of your stalled project

Take back control of your stalled project

Take back control of your stalled project

You have realized that the agency you trusted isn’t going to deliver.

Our average project takeover ships within [X] weeks of the audit.

A process made straightforward by design

A process made straightforward by design

A process made straightforward by design

A team that takes ownership, not just instructions

Ready to find out?

A team that takes ownership, not just instructions

Ready to find out?

A team that takes ownership, not just instructions

Ready to find out?

We're fans of a modern, scalable tech stack.

Our technology stack

languages

ai

agentic commerce

backend

frontend

devops

quality

commerce

product

We're fans of a modern, scalable tech stack.

Our technology stack

languages

ai

agentic commerce

backend

frontend

devops

quality

commerce

product

We're fans of a modern, scalable tech stack.

Our technology stack

languages

ai

agentic commerce

backend

frontend

devops

quality

commerce

product

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

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

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

Testimonial

Case studies

Case studies

Case studies

Questions you might have

Can you really take over a project someone else started?

What if the codebase is in poor shape?

How do you handle confidentiality during the audit?

What did the previous team or agency do wrong?

Questions you might have

Can you really take over a project someone else started?

What if the codebase is in poor shape?

How do you handle confidentiality during the audit?

What did the previous team or agency do wrong?

Questions you might have

Can you really take over a project someone else started?

What if the codebase is in poor shape?

How do you handle confidentiality during the audit?

What did the previous team or agency do wrong?

Final CTA

Related services

Related services

Related services