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You’re close enough to the code to ship in hours. Annsa lets the deciding move at the same pace — ranking the backlog with reasoning you can see, drafting the codebase-aware spec, and pulling it live into your coding tool. Build, decide, prove it, all at the same speed. Read the full picture at autonomous product intelligence.

— A look inside —
annsa
#2in Bug Fixes

Resolve co-edit conflicts in AI rewrites

14 signals·6 accounts·Bug
What to Build

When two people edit a block while AI is rewriting it, merge their changes instead of dropping one. Lock the block to the rewrite, then replay queued edits when it lands.

Customer Voice
"the AI rewrite wiped my teammate's edit while we were both in the same block"
Files to Touch
  • src/canvas/co-edit.ts
  • src/ai/rewrite-merge.ts
  • tests/co-edit.test.ts
— What you get —

What you get.

A rank you can trust at a glance.

Every row shows its urgency, revenue, sentiment and the companies behind it. You move fast, and the "why" is always one click away.

Companies, not votes.

Eight accounts means eight companies — the number that should steer a roadmap, right at the top.

See the request gaining heat before it becomes a churn conversation.

Each priority carries a lifecycle state — Emerging, Accelerating, Sustained, Declining, Gone quiet — so you know what to act on now.

Specs that already know your repo.

Connect GitHub once; the spec arrives with Files-to-Touch pointing at the real paths in your tree, drawn from your conventions.

Live context over MCP.

Your coding agent pulls the current spec, priorities and feedback through annsa’s four MCP tools — circuit.priorities, circuit.spec, circuit.ask, circuit.act. It builds from what’s true now.

A system that gets sharper.

Every outcome feeds back, so the next spec starts smarter than the last.

Decide as fast as you build. Prove the call.