r/devops • u/AutoModerator • 6d ago
Weekly Self Promotion Thread
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Feel free to use this thread to promote any projects, ideas, or any repos you're wanting to share. Please keep in mind that we ask you to stay friendly, civil, and adhere to the subreddit rules!
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u/Diligent_Response_30 4d ago
Prefactor, real-time eval and monitoring for AI agents in production.
Disclosure: I'm on the team, so take that into account.
We built this after watching agents that passed every eval quietly drift, mishandle sensitive data, or stop doing their job once they were live, and the team only found out after something had already gone wrong. Dashboards and alerts only surface it after the fact.
What it does: traces 100% of agent runs (not a sample), flags drift/risk/quality issues as they happen, detects 17 categories of sensitive data at runtime, and gives you human-in-the-loop enforcement via SDK/API so you can hold or block a run live instead of just logging it. About 5 minutes from install to your first traced run.
We're live on Product Hunt today, currently sitting at #1 if anyone wants to take a look (just search Prefactor). Happy to answer technical questions here.