Turn raw feedback
into shipped code.

Lithify collects user feedback, bug reports, and feature requests from any source — refines them with AI into actionable briefs — and hands the worthy ones to a coding agent that opens a draft PR.

↳ No sign-ups. No waitlist link. No marketing funnel. If you're meant to be here, you already know how.

01 Capture

Every channel, one inbox

Web forms, iOS feedback, Sentry, email, MCP — all of it lands in a single triage view with provenance intact.

02 Refine

AI does the cleanup

Each report is classified, deduped, scored, and rewritten as a clear, actionable brief — with confidence you can see.

03 Ship

Hand-off to a coding agent

Approved briefs flow to a coding agent that opens a draft PR. You stay in code review, not in JIRA.

~ / lithify / inbox

Briefs that need your attention — across all projects you're a member of. 3 of 248

ID Title Type AI conf. Source Priority Updated

▸ New 3

WEB-A2F1C8 Sign-in fails on Safari 17 after iCloud relay handoff Bug 92% iOS P1 2m

API-3B91DD Add MCP tool for bulk brief reassignment Feature 78% MCP P3 14m

COR-77E0A1 Pipeline view should remember collapsed groups Polish 64% Form P4 1h

UI PREVIEW Real screen. Synthetic data. The product moves at the speed of an inbox.

Why Feedback is gold. Trackers turn it into rocks.

How Capture verbatim. Refine ruthlessly. Ship without ceremony.

For Builders who already have too many tabs open.

Turn raw feedbackinto shipped code.

Every channel, one inbox

AI does the cleanup

Hand-off to a coding agent

Turn raw feedback
into shipped code.