Built for developers who ship.
Hamster turns product intent into scoped Tasks with the requirements and acceptance criteria you need to start coding.
Free for 10 briefs a month.
AI coding tools are only as good as their input.
Requirements arrive incomplete
Tickets say what to build but not how, or why, or what edge cases to handle. You spend the first hour of every feature asking clarifying questions instead of writing code.
Context lives everywhere except where you need it
The real requirements are split across Slack threads, design files, meeting notes, and someone's head. Assembling context before you can start is unpaid work.
AI tools are only as good as your prompts
Coding agents need the scope and constraints behind a request. When those are missing from the prompt, developers have to recover them while reviewing and correcting the generated code.
Hamster automates the planning work.
Describe what you want to build, and Hamster drafts the Brief and generates a Plan with scoped Tasks. You can work through those Tasks yourself or use your coding agent with the same context.
Specs that are ready to implement
Developers waste hours decomposing features into implementable units. Hamster auto-generates scoped subtasks with technical detail, so you can start coding immediately instead of planning.
Context your AI tools can actually use
Developers need requirements that translate directly into code. Hamster briefs bridge the gap between product language and implementation specs, reducing back-and-forth with product stakeholders.
Works with any AI coding tool
Developers using Claude Code, Codex, or Cursor can dispatch Hamster tasks directly to their AI tool of choice. Structured context means AI sessions start productive, regardless of which tool you prefer.
How developers use Hamster
Feature implementation
Before
A vague ticket leaves the developer to clarify the scope with product, work out the implementation steps, and revisit assumptions that surface during development.
After
The Hamster Brief and Tasks bring the scope, acceptance criteria, and file references together, so you or your coding agent can start from the agreed requirements.
AI-assisted development
Before
Copying context from several sources into each prompt makes it easy to miss requirements and repeat the same corrections across Tasks.
After
Claude Code, Codex, or Cursor can use the requirements in the Hamster Task, and you can review the resulting changes against its acceptance criteria.
Code review prep
Before
Reviewers guess at intent from the diff alone.
After
The pull request links back to its Hamster Task, where reviewers can read the requirements and acceptance criteria behind the changes.
Build from requirements your team has agreed on.
Hamster gives you a Brief and a Plan with scoped Tasks, so you and your coding agent can work from the same requirements.
The Free plan includes 10 Briefs a month for you and your team.