This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Hey Product Hunt 👋
I’m launching Tracebox — a black box recorder for AI agents.
After debugging enough “the agent did something weird” moments, I wanted something closer to a flight recorder
than a chat log: what did it see, what did it decide, which tools ran, and where two versions diverged?
Tracebox records runs as append-only event streams, lets you replay and fork them, and finds the first
divergence between trajectories. There’s a JS SDK, Python SDK, REST API, and an MCP server so you can inspect
runs from Cursor/Claude.
Try it here:
• Live app: https://tracebox-ochre.vercel.app
• Instant demo (no signup): https://tracebox-ochre.vercel.ap...
• Docs: https://tracebox-ochre.vercel.ap...
This is an early MVP. I’d love feedback from anyone building agents — especially on the replay/compare UX and
what events you wish were first-class.
Thanks for taking a look!
No comment highlights available yet. Please check back later!
About Tracebox on Product Hunt
“See exactly what your AI agent saw.”
Tracebox was submitted on Product Hunt and earned 5 upvotes and 1 comments, placing #86 on the daily leaderboard. Record, replay, debug, and compare every decision your AI agents make. The black box recorder for AI agents.
Tracebox was featured in SaaS (43.6k followers), Artificial Intelligence (475.9k followers) and SDK (824 followers) on Product Hunt. Together, these topics include over 166.2k products, making this a competitive space to launch in.
Who hunted Tracebox?
Tracebox was hunted by The Cool Coder. 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.
Want to see how Tracebox stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
The Cool Coder