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Dev Tools · 1h ago

DeployCraft AI designs MLOps infrastructure without generating YAML

By Meridian48 News Desk · Summarised from DEV Community ·

DeployCraft AI takes user inputs like framework, cloud provider, and database to produce a deterministic deployment blueprint. It uses a rules engine and Jinja2 templates for infrastructure files, while AI only explains architectural decisions. The tool outputs architecture reasoning, diagrams, manifests, and cost estimates.

Meridian48 take
The separation of deterministic infrastructure generation from AI reasoning is a pragmatic approach that avoids common pitfalls of AI-generated code.
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I Built an AI That Designs MLOps Infrastructure (Without Letting AI Generate YAML) →
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