Andrew McCarron is a software delivery consultant with over twenty years of experience helping enterprises ship software safely at scale. He has advised organisations ranging from regional banks to global logistics companies, running post-mortems on hundreds of production incidents and developing a practitioner's intuition for deployment risk.

That intuition — and the frustration of watching preventable incidents repeat themselves — led him to found Koalr, the Deployment Intelligence™ Platform. Koalr scores every pull request 0–100 using 32 validated signals before merge, giving engineering teams the risk signal that post-mortems consistently show was always present but never surfaced.

Andrew holds SAFe Practice Consultant, CSM, CSPO and PSM certifications and writes about deployment safety, engineering metrics, and the gap between research and production tooling.