Build
Know what to build next, and why.
You're building with AI agents, and they can build almost anything. Annsa turns what customers ask for and what you're aiming for into one ranked list, with a spec for each job.
Try AnnsaYour agents can build anything. What should they build?
Requests sit in Slack, a survey tool and a doc. Your agents are ready to start, but the call on what's next is still in your head, and every agent needs it explained.
From a request to a spec, in four steps
Dark mode is next, with two customers and a goal behind it
You know what to build and why, and the spec says what done means. Your agents start from the same plan, without you explaining it again.
Problem
Customers who use the app at night find the white screen hard on their eyes.
Evidence
Kitty at Sunshinewave and Ben at Possumhill asked. Serves Improve retention.
What to build
A dark theme that follows the system setting. Keep the app calm and familiar.
Done when
- Dark mode follows the system setting
- Every screen passes contrast checks
- Charts stay readable in dark mode
Annsa is built this way
priorities shipped or shared in Annsa's own workspace, as of 2 Nov 2026.
The tipping point to leading a company of agents is when AI is across your product, marketing, sales, customer support and it's not possible to steer it all. AI and your agents are only as good as the direction you give them.
I built Annsa to help me build Annsa. Now much of it runs on self-drive.
Questions people ask.
Is this overkill for a one-person team?
No. It's built for founders with a few customers and more than one agent.
What if I already have a roadmap?
Import it. It lands on the same ranked list.
What do I need to start?
A few customer requests, or your own ideas. Annsa ranks them under your goals.
The source of direction for agent teams.
Begin with one agent and the work that matters next.