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).
DebugAI is a Python SDK and web workbench for debugging and fixing failed LLM outputs. Wrap your LLM client or paste a bad response to get the failure type, severity, evidence, root cause, pipeline stage, and a suggested fix you can ship. It helps teams repair prompts, RAG systems, tool calls, and AI workflows faster.
Hi Product Hunt,
I’m launching DebugAI today because debugging failed LLM outputs is still too much guesswork.
DebugAI is a Python SDK and web workbench that helps you diagnose and fix bad AI responses. Wrap your LLM client or paste a failed output, and it returns the failure type, severity, evidence, root cause, pipeline stage, and a suggested fix you can ship.
It’s built for teams working on prompts, RAG systems, tool calls, and production AI workflows.
I’d love feedback from builders shipping LLM apps:
What’s the hardest AI failure for you to debug right now?
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About DebugAI: Diagnose failed LLM outputs on Product Hunt
“Debug failed LLM calls with root-cause diagnoses”
DebugAI: Diagnose failed LLM outputs was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #152 on the daily leaderboard. DebugAI is a Python SDK and web workbench for debugging and fixing failed LLM outputs. Wrap your LLM client or paste a bad response to get the failure type, severity, evidence, root cause, pipeline stage, and a suggested fix you can ship. It helps teams repair prompts, RAG systems, tool calls, and AI workflows faster.
DebugAI: Diagnose failed LLM outputs was featured in Developer Tools (515.4k followers), Artificial Intelligence (473.1k followers) and SDK (791 followers) on Product Hunt. Together, these topics include over 181k products, making this a competitive space to launch in.
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