{"type": "article", "title": "Multi-agent workflows to reproduce error logs and open PRs", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/multi-agent-workflows-to-reproduce-error-logs-and-open-prs", "original_source": "https://www.nishantjani.com/blog/error-log-pattern-analysis-is-hard-2/", "published": "2026-09-19T17:01:37+00:00", "accessed": "2026-09-19", "id": "multi-agent-workflows-to-reproduce-error-logs-and-open-prs"}