Developer Tools●Mid
Gonfire – analyze Claude Code session logs to see how candidates think
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Solve My Problem
abr0ahm
101mo ago
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Mapping Sonnet's thinking process via flame charts
by dataviz1000·Apr 25, 2026·3 points·0 comments
AI Analysis
●●SolidRabbit HoleNiche Gem
Flame charts for LLM thinking traces with statistical rigor on variance.
Strengths
- •Novel approach: nested sub-task tree extraction from thinking traces
- •Statistical methodology with binomial CI and convergence analysis
- •Captures API thinking traces normally invisible to users
Weaknesses
- •Extremely niche audience — only LLM interpretability researchers care
- •Depends on Anthropic's thinking trace API staying accessible
Category
Target Audience
AI researchers, LLM interpretability analysts
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Anthropic interpretability research · LLM visualization tools
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