diff --git a/README.md b/README.md
index c165aae..91a89ac 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@ Powerful local AI inference with OpenAI-compatible APIs
 
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-> This project is an educational aide for bootstrapping my understanding of language model inferencing at the lowest levels I can, serving as a "rubber-duck" solution for Kuberenetes based performance-oriented inference capabilities on air-gapped networks.
+> This project is an educational aide for bootstrapping my understanding of language model inferencing at the lowest levels I can, serving as a "rubber-duck" solution for Kubernetes based performance-oriented inference capabilities on air-gapped networks.
 
 > By isolating application behaviors in components at the crate level, development reduces to a short feedback loop for validation and integration, ultimately smoothing the learning curve for scalable AI systems.
 Stability is currently best effort. Many models require unique configuration. When stability is achieved, this project will be promoted to the seemueller-io GitHub organization under a different name.