OpsVoice AI - SRE Incident Commander

During high-severity production outages (SEV-1), Site Reliability Engineers and DevOps teams lose crucial minutes navigating dashboards, executing verbose kubectl commands, and sifting through noisy stderr logs under pressure. OpsVoice AI solves this bottleneck by providing a hands-free, autonomous incident response commander powered by the AssemblyAI Voice Agent API and bidirectional WebSockets. Key Capabilities: 1. Live Voice Telemetry: SREs query real-time Kubernetes cluster health, memory saturation, and pod status through natural voice prompts. 2. Crash Diagnostics: The agent fetches isolated stderr container logs on command, detecting root causes like Java garbage collection memory exhaustion and Exit Code 137 (OOMKilled). 3. Autonomous Self-Healing: Engineers issue remediation commands to restart crashing pods while dynamically escalating memory allocation limits from 512Mi to 1024Mi, returning the cluster to a healthy state with zero manual YAML edits. 4. Automated Post-Mortem: OpsVoice automatically generates structured incident post-mortem markdown reports summarizing the outage timeline, root cause analysis (RCA), and preventative action items. OpsVoice AI bridges low-latency voice AI with cloud infrastructure management to dramatically reduce Mean Time to Resolution (MTTR).