Hamster

What is Hamster

Hamster is a collaborative platform designed to streamline AI-driven software development. It helps teams align on project briefs, ensuring AI agents build the right features efficiently. Unlike traditional project management tools that focus on task tracking, Hamster emphasizes upfront planning and context-setting. It leverages AI to generate structured plans from project briefs, including scoped tasks and acceptance criteria. This approach allows engineers to focus on high-level strategy and review, rather than micromanaging AI execution. Hamster integrates with existing tools like GitHub, Drive, and Jira, making it easy to incorporate into existing workflows. It's ideal for teams leveraging AI for development, seeking to improve alignment, reduce busywork, and accelerate the delivery of AI-powered applications.

Hamster 's Core features

AI-Powered Brief Generation

Hamster uses AI to automatically generate structured plans from project briefs. This includes breaking down high-level requirements into specific, actionable tasks with clear acceptance criteria. This automation reduces the time spent on manual planning and ensures that AI agents have the necessary context to build the right features. This can reduce planning time by up to 80% compared to traditional methods.

Two-Way Sync with Issue Trackers

Hamster integrates with popular issue trackers like Jira and Linear. It reads existing tickets, automatically generates project briefs, and keeps the issue tracker updated with task completion status. This two-way sync ensures that all team members are aligned and have access to the latest information, reducing the risk of miscommunication and duplicated effort. This feature reduces manual updates by up to 90%.

Contextualized AI Execution

Hamster provides AI agents with the full context of the project, including the brief, reasoning, and team decisions. This ensures that the AI understands the 'why' behind the 'what,' leading to more accurate and relevant outputs. This approach minimizes the need for constant oversight and reduces the likelihood of agents delivering the wrong features. This can lead to a 20% reduction in rework.

Simplified Sprint Planning

Hamster eliminates the need for traditional sprint planning, grooming, and story points. By focusing on upfront alignment and clear briefs, the platform streamlines the development process, allowing teams to iterate faster and ship code more efficiently. This can reduce sprint planning time by up to 50% and increase iteration speed.

Team Alignment Focus

Hamster prioritizes team alignment by providing a shared understanding of project goals and requirements. This shared understanding reduces misunderstandings and ensures that everyone is working towards the same objectives. This can lead to a 30% reduction in communication overhead and improved team cohesion.

How to use Hamster

Sign up for a free account on the Hamster website.,2. Create a new project and define a detailed project brief, outlining the desired features, reasoning, and customer context.,3. Connect Hamster to your existing issue tracker (e.g., Jira, Linear) to import existing tickets and automatically generate briefs.,4. Review the structured plan generated by Hamster, including scoped tasks and acceptance criteria.,5. Integrate the plan with your AI coding tools, providing agents with the necessary context to execute tasks.,6. Monitor progress and review the output, focusing on strategic alignment and high-level decision-making.

Use cases of Hamster

AI-Driven Feature Development

Product managers can use Hamster to define detailed briefs for new features. They specify the desired functionality, user stories, and acceptance criteria. Hamster then generates a structured plan, which AI agents can execute, allowing the team to quickly build and iterate on new features, reducing development time by up to 40%.

Refining Existing Projects

Engineering teams can use Hamster to bring clarity to existing projects. By connecting to their issue tracker, they can generate briefs from existing tickets, providing context and alignment for the team. This helps to clarify the original intent and ensures that future development aligns with the project's goals, improving feature accuracy.

Accelerating Iteration Cycles

Designers and engineers can use Hamster to rapidly iterate on prototypes. By providing clear briefs and context, they can quickly generate and test different versions of a feature. This allows for faster feedback loops and enables teams to deliver high-quality products more efficiently, reducing iteration time by up to 30%.

Who benefits from Hamster

Product Managers

Product managers benefit from Hamster by being able to clearly define project requirements and ensure that AI agents build the right features. It streamlines the planning process and reduces the risk of miscommunication, leading to faster product development cycles and better alignment with customer needs.

Engineering Teams

Engineering teams benefit from Hamster by having a clear understanding of project goals and requirements. It reduces the need for constant communication and micromanagement, allowing engineers to focus on building and delivering high-quality code. This leads to increased productivity and reduced development time.

AI-Native Engineers

AI-native engineers can leverage Hamster to maximize the efficiency of their AI agents. By providing detailed briefs and context, they can ensure that their agents build the right features, reducing the need for rework and improving overall project outcomes. This allows them to ship code faster and more effectively.

Founders & Builders

Founders and builders can use Hamster to align their teams and accelerate their product development. By streamlining the planning process and ensuring that everyone is on the same page, they can reduce the time to market and increase the chances of success for their AI-powered products.