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AegisML Enterprise Starter

Zero-Downtime MLOps, GitOps & Model Drift Engine

Details

External ID
1245770
Source
PH
Company
—
Product
AegisML Enterprise Starter
Website domain
producthunt.com
Launched
Sept. 10, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Open Source, Developer Tools, Artificial Intelligence, GitHub
Fetched at
Sept. 12, 2026, 1:01 a.m.
Updated at
Sept. 12, 2026, 1:01 a.m.

Description

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.

Enrichment

Theme
ML inference and model optimization
Vertical
Horizontal
Function
Data infrastructure
Audience
B2B
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
mlops and model management platform
Manually corrected
False

Could you build this?

Yes This is an open-source starter kit consisting of pre-configured Terraform IaC scripts, Kubernetes manifests (ArgoCD, Istio), and boilerplate Python MLflow pipelines that AI coding tools can readily assemble.

Competitors

Other products that read as similar to this one — 13 launches clear the similarity bar, closest 8 shown.

Attention rank: #6 of 14 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 313 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a data infrastructure tool for Media & entertainment yet.