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Use cases · Solopreneurs
You are one person. Your agents are your team. Make the one that matters most better.
One person, one or two agents, a careful budget. Train the agent that saves you the most time.
Examples of what you could train. Not customer stories, and not measured results.
Examples
Agents you might train.
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Lead sorting
Sort inbound leads or applicants into "fit" and "not a fit", with a reason.
Why train itUse past leads to show what a good fit looks like.
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Reply drafter
Draft replies to common inquiries in your voice.
Why train itDrafts only. You send them. Training sharpens tone and accuracy.
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Onboarding guide
Write the first welcome and next steps after a client says yes.
Why train itConsistency without writing it fresh every time.
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Content checker
Check posts against your own rules: claims, tone, banned phrases.
Why train itKnown mistakes and forbidden claims can be written into the agent.
After training
What you'd get
- New instructions tested on your own examples, with separate AI review.
- Instructions you can read and edit.
- Spending you control: a required spending limit.
Day one
How you'd start
- Pick the one agent that costs you the most time.
- Collect real examples of the job, including a few tricky ones.
- Run a short training run with a small spending limit.
- Review the new version before you use it. You approve the upgrade.
Guardrails
Guardrails that matter here
- A spending limit is required.
- Spark stops if something looks wrong.
- Estimated costs are shown as it runs.
- Nothing is sent on your behalf.
Opportunities
Where it can go next.
Share with builders
Share what you learn with other vibe/vibe builders.
Pick one job. Make it better, for real.
Mac and Windows, early access. Free during early access.