Paarvai – Infrastructure context for LLM-based DevOps agents

Show HN: Paarvai – Infrastructure context for LLM-based DevOps agents

Paarvai – Infrastructure context for LLM-based DevOps agents is active in the show hn launch space.

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I have been trying to get LLMs to handle real infra/DevOps tasks, and the biggest issue is that they don’t have reliable context. Infra is deeply interconnected, one misconfig can break a system.So I built Paarvai. It connects to your cloud and IaC (read-only), builds a dependency graph, and gives LLMs the full picture of how everything is mapped and configured.Unlike tools that make on-the-fly calls (like Amazon Q), Paarvai stores the whole state and all relationships upfront, so agents or tools like Cursor/Claude/GPT can do things like:1. Understand dependencies (“What depends on this SQS queue?”) 2. Identify breakage (“Will disabling this Lambda break an API route?”) 3. Generate IaC with

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

The company is listed at the Show HN launch stage of development.

Website: paarvai.appHappy