CodeCanary watches your session replays and conversion funnels to look for: 1. bugs, 2. UX friction, and 3. conversion optimization ideas. Once it finds an opportunity, it creates a pull request in the style of your existing pull requests.
Hi Product Hunt 👋
Your session replays are full of information on how to improve your product—where users get stuck, where they get lost, what bugs they encounter.
But, there aren't enough hours in the day to watch every replay. And, even if you could watch all the session replays, the list of things to work on would be so long that you would never be able to get to them all.
So, we built CodeCanary to both identify what to work on and do the work for you.
We spent a few years building map software where bugs and UX improvements stopped us from working on more ambitious projects. We wanted something which would free up our attention without sacrificing product improvements—so we built it!
With CodeCanary, you can always be A/B testing your conversion and keep bugs out of your product, all on autopilot.
If you want to try CodeCanary, we'd love to chat.
Thank you so much for checking out CodeCanary!
About CodeCanary on Product Hunt
“Turn session replays into revenue”
CodeCanary launched on Product Hunt on April 24th, 2026 and earned 59 upvotes and 2 comments, placing #25 on the daily leaderboard. CodeCanary watches your session replays and conversion funnels to look for: 1. bugs, 2. UX friction, and 3. conversion optimization ideas. Once it finds an opportunity, it creates a pull request in the style of your existing pull requests.
On the analytics side, CodeCanary competes within User Experience, Analytics and Software Engineering — topics that collectively have 578.8k followers on Product Hunt. The dashboard above tracks how CodeCanary performed against the three products that launched closest to it on the same day.
Who hunted CodeCanary?
CodeCanary was hunted by Michael Egan and Garry Tan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of CodeCanary including community comment highlights and product details, visit the product overview.
Michael Egan,
Garry Tan