Adam modernized the Oxla benchmarking workflow in the ClickHouse/ClickBench repository, focusing on automation, security, and accuracy. He automated environment provisioning by integrating docker.io for Docker installation, ensuring reproducible benchmarks across different systems. Using Bash and SQL, Adam refined distinct count aggregation queries to improve the precision and performance of benchmark results. He updated the Oxla Docker image to the latest version, aligning dependencies and applying security patches. Additionally, Adam enhanced PostgreSQL access within benchmarking scripts by adding password authentication, strengthening data security and access control. His work provided a more reliable, secure, and repeatable benchmarking process.