In today's dynamic realm of decentralized systems, chaos engineering has emerged as a vital discipline. Its purpose is to proactively identify system vulnerabilities by deliberately introducing controlled failures. By {proactively{ testing the resilience of our applications in unpredictable ways, we can read more reduce the impact of real-world dis