In today's dynamic landscape of distributed systems, chaos engineering has emerged as a vital discipline. Its purpose is to proactively expose system vulnerabilities by deliberately simulating controlled failures. By {proactively{ testing read more the resilience of our applications in unpredictable ways, we can mitigate the impact of real-world di