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AegisML Enterprise Starter
Zero-Downtime MLOps, GitOps & Model Drift Engine
A production-grade, open-source MLOps engine for real-time customer churn prediction. Features zero-downtime GitOps deployments via ArgoCD, Istio service mesh canary traffic splitting, MLflow tracking, Prometheus/Grafana drift monitoring, and automated retraining pipelines powered by Terraform IaC.
I built AegisML to solve the gap between training an ML model and running it reliably in enterprise production. Most templates stop at API deployment, but AegisML covers the entire lifecycle—automated drift detection, zero-downtime canary rollouts via Istio and ArgoCD, and infrastructure-as-code using Terraform. Excited to hear your thoughts and feedback!
About AegisML Enterprise Starter on Product Hunt
“Zero-Downtime MLOps, GitOps & Model Drift Engine”
AegisML Enterprise Starter was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #145 on the daily leaderboard. A production-grade, open-source MLOps engine for real-time customer churn prediction. Features zero-downtime GitOps deployments via ArgoCD, Istio service mesh canary traffic splitting, MLflow tracking, Prometheus/Grafana drift monitoring, and automated retraining pipelines powered by Terraform IaC.
On the analytics side, AegisML Enterprise Starter competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AegisML Enterprise Starter performed against the three products that launched closest to it on the same day.
Who hunted AegisML Enterprise Starter?
AegisML Enterprise Starter was hunted by SOHAIL AKHTAR. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AegisML Enterprise Starter including community comment highlights and product details, visit the product overview.
SOHAIL AKHTAR