Skip to content

The plan your AI agents work from.

Direction for your agents and projects, grounded in your customers and your goals. Give Claude Code, Cursor, Codex and Grok one shared plan, and see what shipped.

Try Annsa

claude mcp add --transport http annsa https://app.annsa.ai/mcp

Annsa is project management and customer feedback software for founders and small teams working with AI agents.
Priorities
Improve retention
1Add dark mode
2Fix mobile checkout
3Dark mode charts
4Fix onboarding step 2
claude
> take the top priority from Annsa
⏺ annsa.work claim Add dark mode
  ⎿ Claimed. 4 customers asked.
⏺ Reading direction
  ⎿ Principle: keep the app calm and familiar
⏺ Writing the spec and Done when

Your agents are doing more. You're still carrying the plan between them.

Plan and track work Add a customer email, a Slack thread or your own idea. Annsa finds who else asked, ranks it against your business goals and puts it on the list.

Learn about planning and tracking work
Priorities
Improve retention
1Add dark mode
2Fix mobile checkout
3Fix onboarding step 2
Slack · #feedback
Oscar · Newport Dreamany chance of dark mode? my eyes

Give your AI agents context Write your goals and rules once. Your goals, rules and past decisions are there for every agent before it starts. Save an answer as a rule for future work.

Learn about giving agents context
Direction
This quarter
  1. Drive trials
  2. Improve retention
How we decide
  • Keep the app calm and familiar
  • Focus on the biggest bottleneck first
claude
⏺ Reading direction
  ⎿ Principle: keep the app calm and familiar
⏺ Default theme: waiting on you

Run multiple AI agents Connect Claude Code, Cursor or Codex. Each agent claims a job from the list and writes the spec. One agent holds each job, and a note keeps the next one informed. When a decision needs you, the agent brings the question and its recommendation. You decide; it carries on.

Learn about running multiple agents
Home
Your agents
Claude CodeAdd dark mode
CodexDark mode charts
GrokWaiting on you
Needs you
Follow the system setting, or start in light?Grok recommends following the system. It keeps the app familiar.
Follow systemStart light

Track what's done and live Write what "done" means before the work starts. The agent proves each line with a test or a link. You see when the change reached your codebase and when it went live for customers.

Learn about tracking what's done
#12 · Shipped
Add dark mode
Done when · 3 of 3 verified
  • Dark mode follows the system settingVerified on staging
  • Every screen passes contrast checksVerified by a test
  • Charts stay readable in dark modeVerified on staging
MergedLive for customers
Add dark mode

Keep customers in the loop

What they asked for, what shipped, and who heard back.

Add dark mode
Evidence and direction34 customers
Newport DreamOscar on Slack · "any chance of dark mode?"
SunshinewaveKitty on a call · "we work late, dark would help"
Giant GalahSurvey · "dark mode pls"
PossumhillBen on Intercom · "dark mode coming?"

Collect and prioritize customer feedback

Connect Slack, Intercom, calls and surveys. Requests land in one list, with who asked.

Today · Mon 2 Nov
Nothing is stuck on you.
Overnight: 3 shipped, 1 mergedNothing is broken
Everything else is moving
Drive trials 62% · aim 60%
Improve retention 14% · aim 40%
Faster onboarding 24% · aim 10%

Insights and reporting

Open Home each morning. See what's stuck on you, and whether your agents' work matches your goals.

Share back
Add dark mode · Live
Message
You asked for dark mode. It's here, and it follows your system setting.
Recipients · each customer hears once
Newport DreamSunshinewave+2
Send
Sent to 4 customersEach one asked for this.

Release notes that close the feedback loop

When a change ships, Annsa drafts a note to each customer who asked. You send it.

Annsa is built with Annsa

737

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.

Cat Williams-Treloar, founder of Annsa

The source of direction for agent teams.

Begin with one agent and the work that matters next.