SatoriXR
AI-assisted delivery got faster and the constraint moved to deciding. They hired a second product manager, not a third developer. The strategy and roadmap in Feature1 became the queue the developers pull from.
AI tools for product managers
AI tools for product managers whose team builds with coding agents
Your developers got an AI that writes code. Feature1 is the AI product management tool on your side of the table: strategy, roadmap and acceptance criteria, written with you and read by the agent over MCP.
Most AI tools for product managers write documents faster: a PRD, a user story, a summary of interviews. That helps until the document has to reach the code. Then it is copied into a ticket, the coding agent reads the ticket, and the reason behind the feature is lost on the way. Feature1 keeps the whole chain in one place, from the product strategy to the roadmap to the acceptance criteria, and serves it to Claude Code, Codex or Cursor directly.
Feature1 is the product operating system for teams shipping at AI speed: the strategy, the roadmap and the acceptance criteria your coding agent builds from, in one place.
The POC: you, one developer, read-only GitHub access, two features shipped from your acceptance criteria in one to two weeks. You pay only when they ship.
Sound familiar?
- The developers ship in a day what used to take a sprint. You are now the slowest step.
- You write the PRD with ChatGPT, paste it into Jira, and the agent still builds the wrong thing.
- Nobody can say which customer or which goal a feature on the board is for.
- You do not know what the product can already do without asking a developer.
- Features ship. You find out weeks later whether anyone used them.
- You want AI on the product side without a new process for the whole team.
An AI writing assistant, or an AI product management tool
A general AI assistant
- Writes a PRD or a user story from a prompt.
- Starts from zero each time. It does not know your strategy or your last decision.
- Does not know what the product already does.
- Its output ends in a document someone has to copy into a ticket.
Feature1
- A one-page product strategy narrative that every later decision links back to.
- A read-only scan of the repository, so you see what the product can do today.
- A roadmap built on the gap between the strategy and the product.
- Features, stories and acceptance criteria the coding agent reads over MCP. No copying.
The point is not a faster document. It is that the decision you make reaches the code intact. We wrote about this in Does AI replace product managers? The short answer: the deciding got more important, not less.
What the product manager does in Feature1
Write the strategy
A one-page product strategy narrative from your business goals, customers and competitors. Free to start, no credit card.
See the product as it is
Feature1 reads the repository, read-only, and keeps a current picture of what the product can do.
Build the roadmap
The gap between strategy and product becomes initiatives, each with an objective and a measure.
Plan features with acceptance criteria
Each initiative is planned into features and stories with criteria, before any code is written.
Hand off to the agent
Claude Code, Codex or Cursor reads the criteria over MCP. The developer builds with the agent and owns the pull request.
Read the result
The capability picture updates on merge. Adoption and error signals from your analytics and monitoring land on the feature, so the next decision starts from evidence.
What it looked like in three teams
Quantem
A junior developer built an MCP layer in one day from written acceptance criteria and it passed end-to-end testing. The context work took four to five days; the build took one.
Jarshare
A Replit store with one unintegrated server file became a real product once its capabilities were written down and the next features were specified against them.
Paid proof of concept
Two features, from your criteria to shipped. $500.
A fixed-scope proof of concept with you and one developer. You write the strategy and the criteria in Feature1; your developer's agent builds from them. You see it work on your product before you change anything else.
You give
- One product manager, or the founder who decides what gets built
- One developer with a coding agent (Claude Code, Codex or Cursor)
- GitHub access, read-only. Feature1 reads the repository and never writes to it
- An NDA, signed before anything is read
You get, in one to two weeks
- A one-page product strategy narrative
- A roadmap built on what the product can already do
- Two features shipped by your developer and their agent, from acceptance criteria held in Feature1 and read over MCP
- Your team working spec-first, without a course or a migration
$500Flat. You pay only when the two features ship.Book the POC callOr sign up and start on your own, free
Abdulrahman, founder of Feature1, runs the POC with your team. He does not write the code. Your developer does, with the agent, which is the point: the process has to work with the people you have.
Questions people ask
What makes Feature1 different from other AI tools for product managers?
Most AI tools for product managers help write documents. Feature1 holds the chain those documents belong to: the product strategy, the roadmap, the features and their acceptance criteria. It also knows what the product can already do from a read-only scan of the repository, and it serves the criteria to the coding agent over MCP, so nothing is copied into a ticket.
Is this an AI product roadmap tool?
Yes. The roadmap in Feature1 is generated from the gap between your product strategy and what the product does today, as initiatives with an objective and a measure each. You edit and decide; Feature1 keeps it linked to the strategy above it and the features below it.
Do my developers have to change tools?
No. GitHub stays. Claude Code, Codex or Cursor stay. The developer connects the agent to Feature1 over MCP and the agent reads the acceptance criteria while it builds.
Does Feature1 write code?
No. Your developer writes the code with their coding agent. Feature1 is the product side: what to build, why, and what done means.
What is in the $500 POC?
One to two weeks with you and one developer: a product strategy narrative, a roadmap built on what the product already does, and two features shipped from acceptance criteria held in Feature1. NDA first, read-only GitHub access. You pay the $500 only when the two features ship.
Is there a free way to start?
Yes. Sign up, no credit card, and write your first Product Strategy Narrative yourself. The POC is for teams that want it set up with them, on their product, in a fixed window.
Your team got faster at building. Get faster at deciding.
Two features, you and one developer, one to two weeks. Or sign up and write your first strategy narrative yourself, free.