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

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Merged
AbirAbbas merged 20 commits into from
Jan 11, 2026
Merged

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

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348166a
feat(benchmarks): add 100K scale benchmark suite
santoshkumarradha Jan 9, 2026
0d5a420
fix(sdk/python): optimize memory usage - 97% reduction vs baseline
santoshkumarradha Jan 9, 2026
69afea2
refactor(sdk): convert memory benchmarks to proper test suites
santoshkumarradha Jan 9, 2026
ac1cf05
feat(ci): add memory performance metrics workflow
santoshkumarradha Jan 9, 2026
826ee65
feat(ci): enhance SDK performance metrics workflow
santoshkumarradha Jan 9, 2026
5a6175f
Merge branch 'claude/debug-sdk-memory-leak-F4um2' of https://github.c…
santoshkumarradha Jan 10, 2026
c35f93f
feat(benchmarks): update with TypeScript SDK and optimized Python SDK
santoshkumarradha Jan 10, 2026
2ffd5ab
perf(python-sdk): optimize startup with lazy loading and add MCP/DID …
santoshkumarradha Jan 10, 2026
c4c0ad1
perf(python-sdk): Reduce per-handler memory from 26.4 KB to 7.4 KB
santoshkumarradha Jan 10, 2026
91905b3
ci: Redesign PR performance metrics for clarity and regression detection
santoshkumarradha Jan 10, 2026
dc1576e
refactor(benchmarks): Consolidate visualization to 2 scientific figures
santoshkumarradha Jan 10, 2026
a63ef5f
fix(benchmarks): Re-run Python SDK benchmark with optimized code
santoshkumarradha Jan 10, 2026
139e848
feat(benchmarks): Add Pydantic AI comparison, improve visualization
santoshkumarradha Jan 10, 2026
75e6456
chore(benchmarks): Remove Pydantic AI and CrewAI, keep only LangChain…
santoshkumarradha Jan 10, 2026
a2990c6
ci fixes
AbirAbbas Jan 10, 2026
b09ad89
fix: Python 3.8/3.9 compatibility for dataclass slots parameter
AbirAbbas Jan 10, 2026
cc421f2
fix(ci): Fix TypeScript benchmark and update baseline for CI environment
AbirAbbas Jan 10, 2026
8e245ab
fix(ci): TypeScript benchmark now tests actual SDK instead of raw Map
AbirAbbas Jan 11, 2026
fd30687
feat(benchmarks): Add CrewAI and Mastra framework comparisons
AbirAbbas Jan 11, 2026
f9f0594
docs: Add SDK performance benchmarks to README
AbirAbbas Jan 11, 2026
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395 changes: 395 additions & 0 deletions .github/workflows/memory-metrics.yml
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