Product updates

What we've added and improved in FeedLab, in plain language.

AI code reviews that file issues

Your AI agent can now review your codebase and register what it finds straight into FeedLab.

  • FeatureThe MCP server can list, create, and update issues, so an agent can report deficiencies it finds in your code and mark them resolved once fixed.
  • FeatureA new review-code skill teaches your agent to verify each problem, cite where it is, and rate its severity before filing.
  • ImprovementIssues from a review arrive tagged "code-review" with one summary notification, instead of one per issue.
  • FeatureA security-review skill audits your code for vulnerabilities like broken access control, injection, and exposed secrets, and files the confirmed ones as security issues.
  • FeatureNew guides at /ai and /ai/skills explain how to connect your agent, write tests, and submit issues, and how to install each skill.

Clearer notifications and a more readable app

Easier to keep up with what needs your attention, and more comfortable to use in dark mode.

  • FeatureNotifications have Unread and Read tabs, are grouped by day, and can be marked as unread again.
  • ImprovementOpening a notification takes you straight to the feedback it is about, and new ones appear without a refresh.
  • ImprovementSwitching workspaces is instant and keeps you on the page you were on. Signing out no longer blocks the screen.
  • ImprovementText, links, and buttons are easier to read in dark mode, including in Zen Mode.
  • ImprovementInviting a teammate is simpler, and if the email can't be sent you'll see why, with a link to share instead.
  • ImprovementSign-in and sign-up pages are more compact, and the dashboard opens with a summary of open, in-progress, and new feedback.
  • ImprovementAnalytics cookies are only used if you accept them, and you can change your choice any time from the site footer.
  • FixInvitation and notification emails now display workspace names and feedback titles safely.

Dashboard insights and a faster workspace

See how feedback is trending at a glance, and get around the app more quickly.

  • FeatureThe dashboard shows feedback received over the last 30 days, triage status, and breakdowns by type and source.
  • FeatureResolved and in-progress counts sit alongside your project and feedback totals.
  • FeatureTests has its own place in the sidebar, with a project picker to jump between projects.
  • ImprovementPages load noticeably faster, and show a preview of their layout while data arrives.
  • ImprovementRecent projects show how many open reports each one has.
  • FixTeam member initials are centred in their avatars.
  • FixGitHub connection success and error messages now appear after connecting.

Write tests with your AI agent

Let Claude Code or another MCP client read your codebase and draft test cases for you.

  • FeatureCreate personal API tokens in Settings to connect tools to FeedLab. Tokens can be revoked at any time.
  • FeatureA FeedLab MCP server lets AI agents list projects and add or update test cases on your behalf.
  • FeatureA step-by-step "Setup with AI" guide, plus a design-tests skill that teaches your agent to write clear, runnable cases.

User acceptance testing

Plan what to test, run it with your team, and turn failures into bugs without switching tools.

  • FeatureOrganise test cases into suites and groups, with steps, preconditions, expected results, and priority.
  • FeatureRun test sessions against a build and mark each case passed, failed, blocked, or skipped, with notes.
  • FeatureLog a bug straight from a failed case. It lands in your feedback with the steps and expected result filled in.
  • ImprovementEach case shows its latest result, so you can see what still needs a retest.

Better team triage

A clearer workflow for teams reviewing and moving feedback forward.

  • FeatureAssign feedback to teammates and track work across statuses.
  • FeatureComment on feedback to discuss it with your team.
  • ImprovementUnread notifications are easier to spot from the dashboard sidebar.
  • ImprovementStore links make the mobile companion app easier to find.

A link for feedback from anywhere

Collect feedback even when an embedded widget is not the right fit.

  • FeatureEach project has a shareable public feedback form that requires no account.
  • FeatureNotifications help teams see when new feedback arrives.

More ways to review feedback

Updates to the workspace and the day-to-day review experience.

  • FeatureCreate issues manually alongside reports collected from users.
  • FeatureUse Zen Mode for a focused feedback review.
  • ImprovementFilter feedback by status and switch between card and spreadsheet views.

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