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The moment you send this, the Triage Agent reads your request, checks the codebase and product, and drafts a step-by-step plan covering scope, ripple effects and cost, for you to approve. Nothing ships until you say go.

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Roadmap
1
Checkout fails on mobile Safaristarted 09:41
BugIn progress▲ 92
AI coding the fix · PR in ~3h
Sarah Bennett
Reported from checkout: 3 customers couldn't pay.
Triage Agent
Safari's payment sheet blocks the return redirect. Scoped: patch the return flow + add a Safari regression test.
Emily Carter
Can we cover the Apple Pay flow while we're in there?
Triage Agent
Added to scope: same return path, no extra risk.
✓ Plan approved by Jake
Build Agent
PR #251 open: return-flow patch + Safari suite.
Jake Miller
Reviewed. One nit on the retry guard, otherwise clean.
Build Agent
Nit fixed, checks green. Ready for approval.
Sarah Bennett
Customer confirmed: payment went through on the retry build 🎉
Shipping behind flag
Write in this thread…
2
Invoice download is impossible to findreview now
BugIn review▲ 88
Regression tests running…
3
Yearly billing · 2 months freeneeds approval
FeatureDesign ready▲ 87
Pricing page proposal awaiting approval
4
Remember my last search filtersstarts in ~2d
ImprovementQueued▲ 34
Not started
5
Login timeout on SSOyesterday
BugDone
Shipped in v2.14 🎉
+ 9 more in backlog
Chat · you + 2 agents
Where are we on yearly billing? Sales keeps asking 🙃
Members · 6
You Owner
The human gate. Sets how much the agents may do alone.
All approvals · Configures agents
Emily C. Design
Reviews every Figma proposal before it goes to build.
Design approvals · Reports · Chat
Jake M. Engineering
Owns code review. Nothing merges without a human.
</>PR approvals · Ships releases · Reports
Amy K. Support
Front line. Turns customer pain into ranked items.
Reports · ChatDesign approvals · Reports · Chat
View User
Edit Permissions
Remove from Workspace
Triage Agent AI
Reads every report, merges duplicates, scores by impact and effort.
Reads reports · Ranks roadmap · No approvals
Build Agent AI
Drafts Figma proposals, writes code, runs the regression suite.
Drafts designs · Writes code · Ships after approval
Meet Toolbar.
Everything you need to ship features and fix bugs, right inside your app.
Point. Click. Reported.
Highlight anything in your live app. Screenshots, logs and context attach themselves.
A roadmap that completes itself.
Every report is scored and ranked. The AI gets to work on what matters most.
Talk to your team. And your agents.
Humans and AI share one thread. Questions answered, decisions made, nothing lost.
Everyone in. You in control.
Invite the whole team. Decide who approves what. Nothing ships without a human's yes.

From idea to live, fast and precise.

Follow one report through the pipeline. Planned by AI, approved by you, shipped.

Eric Brooks
Teams keep asking to invite colleagues with different permission levels. Clients need view-only, staff needs edit. We're losing deals over this.
✦T
Triage Agent
Triage: 23 matching requests, the highest-ranked ask this quarter. Scope is full-stack: a new data model (roles, invites), API + permissions middleware, invite UI, and a brand-new invitation email. Feature-scoped, so I'll start with a Figma proposal.
View Plan · 6 steps
✦B
Build Agent
◇ Decided design-first (UI-heavy change). Pinged Emily to approve & open Figma, then designed through it
Design proposal ready: an invite modal and a roles matrix on the members page, same patterns as your existing settings screens.
◈ Figma proposal · invites-roles.fig 3 frames Open in Figma ↗
Invite modal
Roles matrix
✦B
Changes requested by Sarah · 10:35
Sarah is writing…
Sarah Bennett
One change before this ships: three roles only for v1 (Admin, Editor, Viewer). No custom roles yet.
✅ 1
✦B
Build Agent
Implementation done, end to end: new tables, permission checks on every route, the invite UI, and the invitation email itself.
⑂ PR #517 · feat(team): roles, invites & invite email +700 −30
▤ migrations/0042_roles_invites.sql +64 −0
▤ api/invites.ts +210 −12
▤ middleware/permissions.ts +142 −18
▤ ui/InviteModal.tsx +188 −0
▤ emails/invite.mjml +96 −0
New data model: roles + invites tables · Review requested from Jake View PR ↗
Jake is writing…
Jake Olsen
Review done, LGTM. Invite tokens expire after 7 days, the permissions middleware covers every route, and the migration is clean.
👍 2
✦B
Build Agent
Merged behind a flag and ran the full regression suite, including the new permission matrix and the email across 4 clients.
⛁ Regression suite · 262 tests All green
✓ Permissions matrix · 3 roles × every route 72 passed
✓ Invite flow e2e · send, accept, expire 24 passed
✓ Invitation email · 4 clients rendered 12 passed
✓ Visual diff + accessibility 154 passed
✦B
Build Agent
Shipped 🎉
Shipped in v2.16 · invites live for everyone Release notes ↗
First real invitation email sent 4 minutes after rollout · reporter Eric notified
4 changes built · previewed & approved before rollout Preview ↗
Share what to build or fix.
Anyone can file it, right inside the product. No forms, no tickets.
AI suggests a plan.
Duplicates merged, impact scored, a plan written. You approve it.
AI gets to work.
Design in Figma when it's needed, then code. Your team stays in the loop.
Feature or fix, ready for review.
A real PR on your repo. Every file, every line, reviewed by your engineer.
Proof, not promises.
The full test suite runs on every change. You see green before you say go.
Shipped, same day.
Straight to production, release notes written. The reporter gets a ping: it's live.
One thread. The whole story.
Every decision, message and change in one place.

Ship more. Manage less.

The whole pipeline is built in. Your team spends its time building, not coordinating.

From spotted to shipped.

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No tickets, no write-ups. Report a bug or request a feature right where you see it. Context attaches itself and the AI takes over.

Zero new tabs. Zero new tools.

No dashboard to check. Toolbar sits inside your real product, one click away for everyone.

Your backlog, finally moving.

1
Checkout fails on mobile Safari
BugBlocker92 / 100
AI coding the fix · PR in ~3h
2
Bulk CSV export for reports
FeatureHigh Value86 / 100
Planned by ✦T · 5 steps
3
Dark mode across the app
FeatureBig Impact79 / 100
Design proposal ready for review
4
Dashboard takes 8s to load
BugUrgent74 / 100
12 duplicate reports merged
5
Remember my table filters
ImprovementQuick Win61 / 100
Shipped in v2.14 ✓

Stop debating what comes next. Every item is scored and ranked. The AI works down the list, your team signs off on every change.

Send every job to the agent built for it.

✦T
Triage Agent
Scoped the request and wrote a step-by-step plan for your approval.
View plan · 6 steps
✦B
Build Agent
Writing the code and tests. Step 4 of 6, all checks green so far.
✦B
Build Agent
Reviewed, merged and live for everyone. Release notes are ready.
Shipped · 41 checks green

A specialist for every step. Planning, design, code and tests each go to the agent built for that job. Nothing waits in a queue.

Everyone contributes. You decide how.

Emily C.· DesignReportsApproves designsJake M.· EngineeringReportsApproves PRsShips releasesAmy K.· SupportReportsChatSarah B.· ProductReportsApproves plansRachel T.· MarketingReportsChatChris P.· OwnerAll approvalsConfigures agentsEmily C.· DesignReportsApproves designsJake M.· EngineeringReportsApproves PRsShips releasesAmy K.· SupportReportsChatSarah B.· ProductReportsApproves plansRachel T.· MarketingReportsChatChris P.· OwnerAll approvalsConfigures agents

One permission list for the whole team. Who reports, who approves, who ships. So everyone can pitch in, safely.

From feedback to feature.

Can we export this table to CSV?Finance needs a CSV download each month.Any way to get this data out of the app?A CSV export would save us hours.
2
Bulk CSV export for reports
FeatureHigh Value86 / 100
4 customer reports merged into one item

Customer feedback, quantified. The portal collects every request, merges duplicates and ranks what matters most. Ready to build.

Full human control over everything that ships.

PR #517 · feat(team): roles & invites+700−30
migrations/0042_roles_invites.sqlapi/invites.tsui/InviteModal.tsx
Jake Miller approved & merged14:22
PR #512 · fix(checkout): Safari payment sheet+86−24
ui/CheckoutSheet.tsxlib/payments.ts
Emily Carter approved & merged11:07
PR #508 · feat(export): bulk CSV for reports+342−12
api/export.tsui/ExportMenu.tsxworkers/csv.ts
You approved & merged09:48
PR #503 · perf(dashboard): index + query batching+128−61
migrations/0041_indexes.sqlapi/dashboard.ts
Jake Miller approved & merged16:35
PR #499 · feat(ui): dark mode tokens+512−140
styles/tokens.cssui/ThemeToggle.tsx
Emily Carter approved & merged13:12
PR #517 · feat(team): roles & invites+700−30
migrations/0042_roles_invites.sqlapi/invites.tsui/InviteModal.tsx
Jake Miller approved & merged14:22
PR #512 · fix(checkout): Safari payment sheet+86−24
ui/CheckoutSheet.tsxlib/payments.ts
Emily Carter approved & merged11:07
PR #508 · feat(export): bulk CSV for reports+342−12
api/export.tsui/ExportMenu.tsxworkers/csv.ts
You approved & merged09:48
PR #503 · perf(dashboard): index + query batching+128−61
migrations/0041_indexes.sqlapi/dashboard.ts
Jake Miller approved & merged16:35
PR #499 · feat(ui): dark mode tokens+512−140
styles/tokens.cssui/ThemeToggle.tsx
Emily Carter approved & merged13:12

Nothing ships without your approval. Every change is a real PR with the full diff, reviewed and merged by your engineers. The same guardrails you already trust.

Hours, not sprints.

FeatureSSO with OktaShipped ✓FeatureBulk CSV exportShipped ✓FeatureStripe billing portalShipped ✓FeatureSlack notificationsShipped ✓FeatureOffline mode for field teamsShipped ✓FeatureTwo-factor authShipped ✓FeatureAudit log for adminsShipped ✓FeaturePublic API + webhooksShipped ✓FeatureSSO with OktaShipped ✓FeatureBulk CSV exportShipped ✓FeatureStripe billing portalShipped ✓FeatureSlack notificationsShipped ✓FeatureOffline mode for field teamsShipped ✓FeatureTwo-factor authShipped ✓FeatureAudit log for adminsShipped ✓FeaturePublic API + webhooksShipped ✓
BugCheckout fails on mobile SafariFixed ✓BugDashboard loads in 8 secondsFixed ✓BugTimezone bug in weekly reportsFixed ✓BugInvite emails land in spamFixed ✓BugSearch misses archived itemsFixed ✓BugDuplicate webhook firesFixed ✓BugiOS keyboard covers the composerFixed ✓BugCSV import drops rowsFixed ✓BugCheckout fails on mobile SafariFixed ✓BugDashboard loads in 8 secondsFixed ✓BugTimezone bug in weekly reportsFixed ✓BugInvite emails land in spamFixed ✓BugSearch misses archived itemsFixed ✓BugDuplicate webhook firesFixed ✓BugiOS keyboard covers the composerFixed ✓BugCSV import drops rowsFixed ✓

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One copy request became a whole product change: the AI noticed no trial existed, built it end-to-end, then flipped the button, so “Try for free” is true. Pick your model, connect your repo, and this loop ships real PRs to your product.

Added to roadmap