A developer analyzed connection logs from Claude Code, revealing that OAuth token refreshes significantly increase connection latency, making them up to 5.8 times slower. The analysis, based on 35 days of data from a single machine, also found that while stdio transport is faster on average, HTTP servers offer more predictable performance. Furthermore, the study highlighted that sessions often connect to multiple servers, leading to cumulative connection times that can exceed 35 seconds for 90% of sessions, with nearly a third of sessions spending over 10 seconds just establishing connections. AI
IMPACT Highlights performance bottlenecks in developer tools integrating LLMs, suggesting areas for optimization in client-server communication.
RANK_REASON Analysis of personal usage data and technical findings, not a formal release or research paper.
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