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Promptetheus
Recursive Self Improving Tracing Stack for AI Agents
Promptetheus is an incident response for production AI agents. Promptetheus tells teams when an agent appears to succeed but silently violates the user’s goal, the failure mode dashboards and logs miss entirely. We records the run, streams structured events into an incident console in real time, detects likely failures, replays the exact bad step, explains the root cause, packages the fix context, dispatches an autonomous fix, and runs regression checks to prove the agent actually improved.
Developers can install the SDK as a real Python package:
uv add promptetheus
Then they can add tracing with minimal code changes:
@pt.observe(agent="calendar-agent", user_goal="Book Tuesday at 2pm")
def run_agent(goal: str):
...
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About Promptetheus on Product Hunt
“Recursive Self Improving Tracing Stack for AI Agents”
Promptetheus was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #151 on the daily leaderboard. Promptetheus is an incident response for production AI agents. Promptetheus tells teams when an agent appears to succeed but silently violates the user’s goal, the failure mode dashboards and logs miss entirely. We records the run, streams structured events into an incident console in real time, detects likely failures, replays the exact bad step, explains the root cause, packages the fix context, dispatches an autonomous fix, and runs regression checks to prove the agent actually improved.
Promptetheus was featured in Developer Tools (515.5k followers), Artificial Intelligence (473.1k followers) and SDK (792 followers) on Product Hunt. Together, these topics include over 181.3k products, making this a competitive space to launch in.
Who hunted Promptetheus?
Promptetheus was hunted by Saksham Adhikari. 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.
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Saksham Adhikari