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⚡ Bolt: [performance improvement] - #400

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bolt/optimize-topological-sort-12173890287523833413
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giauphan wants to merge 2 commits into
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bolt/optimize-topological-sort-12173890287523833413

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💡 What: Optimized the topological sort in the trace_feature_flow tool by pre-calculating an outgoingEdgesMap.
🎯 Why: Previously, the algorithm iterated over all dedupLinks to find outgoing edges for every node processed in the queue, resulting in an O(V*E) time complexity. By pre-calculating the adjacency list, the lookup becomes O(1), improving the overall topological sort complexity to O(V+E).
📊 Impact: Significantly speeds up feature flow generation for complex traces with many nodes and edges.
🔬 Measurement: Verify by executing pnpm test and observing performance on large MCP graph queries.


PR created automatically by Jules for task 12173890287523833413 started by @giauphan

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Co-authored-by: giauphan <122676967+giauphan@users.noreply.github.com>
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Co-authored-by: giauphan <122676967+giauphan@users.noreply.github.com>
@giauphan giauphan closed this Oct 18, 2026
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giauphan deleted the bolt/optimize-topological-sort-12173890287523833413 branch October 19, 2026 02:45
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