Adam modernized the Oxla benchmarking workflow in the ClickHouse/ClickBench repository, focusing on automation, security, and accuracy. He automated environment provisioning using Bash and docker.io, ensuring reproducible benchmarks across different systems. Adam refined SQL queries for distinct count aggregation, improving the precision and performance of benchmark results. He updated the Oxla Docker image to the latest version, aligning dependencies and incorporating security patches. Additionally, Adam enhanced database security by adding password authentication for PostgreSQL access within benchmarking scripts. His work demonstrated depth in benchmarking, database management, and shell scripting, resulting in smoother CI integration and more reliable performance measurements.