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!

me having 47 creative new ideas at 3am instead of sleeping

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.

Guys, just show features of the product 😅