Anton Kirilov developed enhanced observability features for the schneems/TechEmpowerFrameworkBenchmarks repository, focusing on connection load and distribution within H2O-powered worker threads. He implemented per-thread connection load tracking by periodically sampling active connections and reporting detailed statistics upon thread shutdown. This approach provided actionable insights into connection distribution and worker load balancing, supporting more informed capacity planning and thread-pool tuning. Working primarily in C, Anton applied his expertise in networking, performance monitoring, and system programming to deliver a data-driven foundation for future optimizations. The work included updating commit notes and telemetry documentation to reflect the new metrics and sampling cadence.