[KongchangAI]
Unverified50% confidenceSolutionExact time

The architecture does not let raw logs enter the LLM directly; instead, it first parses the artifacts from the Playwright trace viewer into a structured payload containing console errors, failed API status codes, durations, and failure context, in order to reduce token consumption and constrain the model's input boundaries.

1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen

Sources

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https://kongchang.com/claim/1035273
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curl https://kongchang.com/api/v1/knowledge/claims/1035273
MCP
get_claim(id=1035273)