During March 2026, Mintriet contributed to the aws/amazon-ssm-agent repository by developing an ANSI log processing module designed to improve log readability for CloudWatch and S3 sinks. Leveraging Go and backend development skills, Mintriet introduced a dedicated module that strips ANSI control sequences from logs before they are sent to AWS CloudWatch and S3, resulting in clearer log streams and reduced noise. This update enhanced observability and debugging efficiency across telemetry pipelines. The work established a foundation for consistent log quality, demonstrating depth in backend engineering and effective use of AWS services, particularly CloudWatch, S3, and Go for log management.