Hamster gives your team the shared context AI needs to move from a plausible 70% draft to a specific 99% delivery. Start with the concepts, follow the setup guide for your team size, or jump into the product reference.
Start from the real product delivery problems teams bring to Hamster.
How Direction, Discovery, Delivery, and Knowledge fit together so AI can ship with the right context.
1–10 people. Connect your Context Graph, build a Blueprint, and ship a first Brief.
Invited to an existing Hamster workspace? Get oriented in 10 minutes.
The product delivery workspace where Direction, Discovery, Delivery, and Knowledge stay connected.
Pick your role to get a first-week path tailored to how you work in Hamster.
Set direction and align your team in your first week.
Turn goals into briefs and keep your team's work moving.
Write briefs that ship the features your users love.
Go from a brief to a plan you can build with confidence.
Bring product context and research into every delivery.
Get oriented and learn how your team works in Hamster.
Sharp entry points for alignment overhead, missing context, AI memory, specs, fragmented tools, and team rollout.
Review, sign-off, and status work are eating the week.
Product nuance and decisions disappear when people leave or switch teams.
Every new AI session starts with another manual context dump.
Implementation is fast; deciding and specifying the right thing still takes the week.
Briefs, initiatives, epics, docs, and conversations live in different systems.
The champion gets it, but the team needs integrations, permissions, security, and onboarding.
How Direction, Discovery, Delivery, Knowledge, and Briefs help AI move work from 70% to 99%.
Where you're heading — Goals expressed in your team's measurement framework.
Figuring out what to do — chat refinement, Research Agents, the Brief before it's aligned.
What you ship to move a Goal — Initiatives, Briefs, Plans, Tasks, and PRs.
What every phase reads from — Blueprints, Methods, and your Context Graph.
1–10 people. Connect your Context Graph, build a Blueprint, and ship a first Brief.
10–50 people, multiple Teams. Initiatives, Linear sync, and Methods across engineers.
50+ people. Workspace topology, audit, working alongside your platform.
Invited to an existing Hamster workspace? Get oriented in 10 minutes.