Hamster for Founders
AI-powered execution for lean teams.
Agents without direction deliver the wrong thing fast. Hamster turns your product vision into structured briefs that AI coding tools execute. Ship faster without adding headcount.
The problem
You have the vision. You need the execution layer.
Your team adopted AI tools but velocity did not change
You invested in Claude Code, Codex, or Cursor expecting faster shipping. But the bottleneck was never typing speed — it was translating product decisions into clear engineering specs. Agents without direction deliver the wrong thing fast.
Sprint planning, grooming, and story points are gone — but nothing replaced them
Those ceremonies existed to keep your team in sync on what to build and who is doing it. Your team dropped them when AI sped up the work, but now nobody is aligned. You need a new way to set direction.
Hiring is expensive and slow
Every additional engineer costs $150K+ and takes months to onboard. AI tools promise to multiply output, but only if the team can feed them well-structured work. Without that, you are paying for AI tokens that produce throwaway code.
Hamster turns your vision into execution.
Describe what you want to build. Hamster AI structures it into a brief with requirements and acceptance criteria. Generate a task plan. Point AI agents at each task and ship.
Vision to spec in minutes
Founders need to translate vision into executable specs quickly. Hamster briefs let you capture product intent in a structured format that flows directly to engineering and AI tools — no multi-step translation required.
Auto-generated delivery plans
Founders rarely have time for granular task management. Hamster auto-decomposes briefs into engineering tasks, giving you visibility into scope and timeline without requiring you to do the decomposition.
Ship like a team twice your size
For founder-led teams using AI coding tools, Hamster is the orchestration layer. It takes the brief and executes it through AI agents, letting small teams punch above their weight without adding headcount.
How founders use Hamster
Vision to shipped feature
Before
Describe the feature in a meeting. PM writes a spec. Engineering decomposes it into tasks. Tasks get implemented. Feature ships 3 weeks later — and it is not quite what you described.
After
Write a Hamster brief capturing the feature intent. Review the auto-generated task breakdown in 10 minutes. Engineering and AI tools execute against the spec. Feature ships in days, matching your vision.
Scaling output without scaling headcount
Before
Your 4-person team ships 2 features per sprint. You need to ship 6. The answer is either hire 8 more engineers or accept a slower roadmap.
After
We use Hamster to build Hamster with customers — same-day shipping with a lean team. Structured briefs feed AI agents that handle implementation. Your 4-person team ships like an 8-person team.
MVP development
Before
Explain your idea to a developer or an AI tool. Iterate through misunderstandings.
After
Brief the MVP in Hamster. AI generates the spec and task plan. Ship feature by feature with full traceability.
Ship like a team twice your size.
Hamster gives lean teams the planning-to-execution pipeline that turns AI tools into engineering leverage.
Accelerate your team