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Tracebox
See exactly what your AI agent saw.
Record, replay, debug, and compare every decision your AI agents make. The black box recorder for AI agents.
Top comment
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!
About Tracebox on Product Hunt
“See exactly what your AI agent saw.”
Tracebox was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #7 on the daily leaderboard. Record, replay, debug, and compare every decision your AI agents make. The black box recorder for AI agents.
On the analytics side, Tracebox competes within SaaS, Artificial Intelligence and SDK — topics that collectively have 520.3k followers on Product Hunt. The dashboard above tracks how Tracebox performed against the three products that launched closest to it on the same day.
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.
For a complete overview of Tracebox including community comment highlights and product details, visit the product overview.