@qwerty43

InfraBrix Voice is an AI DevOps engineer you can speak to. Instead of stitching together cloud consoles, Terraform commands, CI/CD tools, and monitoring dashboards, builders describe their application and operational goals in natural language. InfraBrix analyzes connected repositories, builds a structured model of services and dependencies, asks the questions it cannot safely infer, and recommends AWS architectures with estimated monthly cost. AssemblyAI powers the real-time voice interface. A browser voice session receives a short-lived token from the InfraBrix backend, streams speech securely, and turns the transcript into requests for the same policy-controlled agent used by text chat. Voice conversations preserve project and environment context, show live activity, survive reconnects, and return concise spoken answers alongside detailed visual evidence. Safety is the core innovation. The language model reasons, while deterministic services execute. Credentials and secret values never enter the model context. Every tool call passes through policy, permission, approval, and audit layers. Voice can investigate an incident, explain a proposed change, or suggest a rollback, but consequential infrastructure actions still require explicit on-screen approval. This makes hands-free cloud operations useful without making them reckless. The stack combines a Next.js and TypeScript interface, FastAPI and Python agent runtime, PostgreSQL project state, AssemblyAI voice agents, OpenRouter model access, AWS services, and OpenTofu-generated infrastructure. The result is a DevOps copilot that helps small teams move from code to a secure, observable, cost-aware production architecture through one continuous conversation.

🌎 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.