perf: Python SDK memory optimization + benchmark visualization improvements#138

Merged

AbirAbbas merged 20 commits intomainfrom

Jan 11, 2026

Commits on Jan 10, 2026

Merge branch 'claude/debug-sdk-memory-leak-F4um2' of https://github.com/Agent-Field/agentfield into santosh/bench
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feat(benchmarks): update with TypeScript SDK and optimized Python SDK
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perf(python-sdk): optimize startup with lazy loading and add MCP/DID flags

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perf(python-sdk): Reduce per-handler memory from 26.4 KB to 7.4 KB

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ci: Redesign PR performance metrics for clarity and regression detection

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refactor(benchmarks): Consolidate visualization to 2 scientific figures

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fix(benchmarks): Re-run Python SDK benchmark with optimized code

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feat(benchmarks): Add Pydantic AI comparison, improve visualization

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chore(benchmarks): Remove Pydantic AI and CrewAI, keep only LangChain comparison

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ci fixes
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fix: Python 3.8/3.9 compatibility for dataclass slots parameter

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fix(ci): Fix TypeScript benchmark and update baseline for CI environment

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Commits on Jan 11, 2026