Subham Sethy@subhamsethy0369321

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).

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.

🌎 Online Hackathon | 💻 Dates: 28 August–4 September 2026 | 🏆 $6,000 Prize Pool Build AI trading agents on Alpaca — autonomous agents and trading apps using Alpaca's Trading API, MCP server and CLI. 🌍 Fully online hackathon. Join and build from anywhere in the world.

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.