the first vibe testing tool is here.
toolbar is the testing infra that creates, heals, and runs tests for your app after every release.
ai made it easy to ship fast.
it also made it easy to ship broken stuff fast.
that’s where toolbar comes in.
it understands your product,
generates tests around real user flows,
keeps them updated as the product changes,
and reruns everything after each release.
so you don’t have to manually check every corner of the app
or pray nothing broke this time.
ship the slop.
toolbar will test it.
got a feeling our product is entering a hot zone.
there’s so much vibe coding now,
but almost no vibe testing.
and we’re building the missing part:
an ai agent that checks all the ai slop you generated like a real user would.
launching an AI Agent that drops comments right on your site.
fixes copy, contrast, bugs & gets you instant suggestions, then ships straight into Claude Code.
leaving feedback by commenting on the real website is cool.
but it’s even cooler when it happens automatically.
live in toolbar extension!
we’re opening the waitlist for our autonomous AI agent that takes care of your web product for you
imagine this:
-it sees every user session
-it monitors 24/7 for bugs and errors
-and it doesn’t just find them, it fixes them
when it finds a bug, it automatically proposes a fix for you to approve and ship live
it’s like having a CTO + QA watching over your product non stop, checking performance, fixing issues, and then double checking its own work after every change.
we’re opening the waitlist for our autonomous AI agent that takes care of your web product for you
imagine this:
-it sees every user session
-it monitors 24/7 for bugs and errors
-and it doesn’t just find them, it fixes them
when it finds a bug, it automatically proposes a fix for you to approve and ship live
it’s like having a CTO + QA watching over your product non stop, checking performance, fixing issues, and then double checking its own work after every change.
this valentine's day, show your Dev team some love 💕
you know what they really want?
actual steps to reproduce!
(toolbar captures them automatically. you're welcome.)
engineer: "works on my machine"
QA: "doesn't work on mine"
PM: "which machine are we shipping?"
toolbar just records the actual bug so everyone's looking at the same thing 🐱
💬 toolbar comments just got a small, but big upgrade (check our demo)
we now have one more tool:
navigation – to move around and interact with your product to leave more valuable feedback.
what this means:
- you can comment on different pages
- you can comment on different states (modals, dropdowns, tabs, etc.)
- one link, way more feedback
designers, this is for you:
you can finally leave feedback on the implementation of your design right on the website. same figma-style comments, but on the real product, in the browser, with toolbar.
and devs, you’re not left out.
any feedback or reported issues, you can now submit them to Claude Code, who will resolve them independently using our MCP.
designers get pixels. devs get autopilot.
Pitched @usetoolbar today in front of more than 50 people.
Grateful for this opportunity and for the support of amazing people like my co-founder @wekodek and @maximux.
our AI doesn't just summarize the bug.
it watches the recording, reads the logs, and writes the reproduction steps for you.
it's like having a senior QA review every report automatically.
we’re back to what we started
new tool: comments - for effortless feedback and bulk reports
leave comments directly on your site as feedback or bug reports
and at the end they turn into one report with a single link for all needed changes
but those comments won’t just describe problems...
they’ll fix themselves (we’ll talk about this soon)
we’re back to what we started
new tool: comments - for effortless feedback and bulk reports
leave comments directly on your site as feedback or bug reports
and at the end they turn into one report with a single link for all needed changes
but those comments won’t just describe problems...
they’ll fix themselves (we’ll talk about this soon)