AI Web Production / Team Enablement
Bring agentic web production to your website.
Most teams stall the moment a change needs engineering. We help scaling teams fix that by rewiring process, mindset, and ownership.
The problem
Traditional web production is full of bottlenecks.
Between every stage sits a handoff, and each one is where the work waits, sometimes for days. There's a way to run this where every role contributes directly instead.
The day-to-day
How the day-to-day actually changes for your team.
Designers riff in code. Feedback happens on the live page. Anyone can open a PR when they spot something wrong.
The old way
- Design in Figma, hand off to dev, revise, build, QA, ship. Six stages per page.
- Approvals loop on static mocks that can't show real interaction.
- SEO, content, and marketing fixes wait in the dev queue.
The new way
- Prototype, validate, and ship on the same branch. Days, not weeks.
- Designers work in code against real components before dev is involved.
- Any role can open a PR. Dev reviews the diff and merges.
The stack
It starts with a composable stack.
You can't run AI production on a monolith. Every layer of the stack has to be legible to your team and to an agent. If yours isn't there yet, this is where our engagement starts.
A composable stack, not a monolith.
Git, a component framework, a headless CMS, tokens, and agents. Every layer legible to your team and to an AI.
Git-based codebase
Every change is a diff. Reviewable, revertible, and legible to agents.
Component-driven frontend
A modern framework with typed components. The same primitives your team ships and agents extend.
Typed headless CMS
Structured content models over rich-text soup. Every field typed, every embed queryable.
Tokenized design system
Every color, spacing, and radius is a token. Figma and code stay in sync.
Agentic tools in the loop
Cursor, Claude, CodeRabbit. Wired into the workflow, not bolted on.
Most of your team is waiting to contribute. Let them.
Flip the switch. Same team, same week, different output. This is what changes.
- Engineer30%
- Designer15%
- Content6%
- Project Manager3%
The trusted web team for 12% of the Forbes Cloud 100
Trusted by marketing and engineering teams to build, launch, and evolve high-performing websites.
Great agency relationships are measured in years, not projects. Six years later, Webstacks is still an extension of our marketing team and a trusted partner behind our website.
From audit to autonomous.
From audit to autonomous.
The engagement runs 90 days across four phases. We audit the current setup, install the composable stack, train each role on the new workflow, and pair with your team on live projects. By day 91 your team owns the platform end-to-end.
Audit
Two weeks. Where the bottlenecks are, what tools exist, which roles are blocked and by what.
Build
Design system, typed content model, CMS instrumentation, AI tools wired into the workflow. Foundation your team ships on.
Train
Role-specific workshops. Marketers learn the CMS + AI drafting. Designers learn to build in production. PMs learn AI-assisted planning.
Ship together
Final stretch. We sit in your standups, unblock in real time, and hand off ownership as your team gets fluent.
Partner Stack
We work in your stack.
Deep expertise across the platforms and frameworks your product team already runs on.
Common questions
Answers before you ask.
What we get asked most on discovery calls. If yours isn't here, that's what the discovery call is for.
Thinking about your next website move?
We’ll help you think through conversion paths, evaluation flows, and long-term scale.
Built for scale
Systems that support evaluation, iteration, and growth
Live walkthrough
How we design and build systems for growing product teams
Trusted by industry leading SaaS teams
