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Best product for this task
Devgraph
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Devgraph is an AI-powered platform that maps relationships between software systems, services, people, and deployments. It transforms chaotic infrastructure into a unified ontology, enabling teams to use natural language to answer complex questions and take coordinated actions across their technology stack.

What to expect from an ideal product
- Automatically scans your existing documentation, configs, and code repositories to create a complete map of how all your systems connect together
- Uses AI to identify and link related components across different tools and platforms, so you don't have to manually track dependencies between services, databases, and applications
- Lets you search using plain English questions like "which services depend on the user database" instead of digging through scattered docs and spreadsheets
- Creates a single source of truth that stays current by continuously monitoring your infrastructure changes and updating relationships in real-time
- Transforms fragmented knowledge spread across wikis, README files, and team members' heads into one searchable system that anyone can query and understand
