Monthly work summary for 2025-08 focusing on performance benchmarking tooling in pytorch-labs/tritonbench. The major feature delivered was CLI-configurable relative and absolute tolerances for benchmarking comparisons. This involved adding CLI arguments for tolerance settings and wiring them into torch.testing.assert_close within BenchmarkOperator to validate benchmark results against baselines. The change enhances flexibility and reliability of regression checks across different benchmarks and environments. No critical bugs were fixed this month; effort was dedicated to feature delivery, code quality, and documentation. Expected business value includes more accurate performance comparisons, faster triage of regressions, and improved reproducibility of results across CI and developer environments.