Netflix/maestro
Some data may be outdated — see provenance labels.
Maestro: Netflix’s Workflow Orchestrator observed · 2026-09-23
Health v2 · maintenance only
68/100
- Activity 96
- Release rhythm 35
- Longevity 65
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 917
- days_rel: n/a
- days_push: 28
- n_releases_24m: 0
Adoption not part of the score
3843 stars · 310 forks observed · 2026-09-23
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Netflix Maestro is a general-purpose workflow orchestrator providing workflow-as-a-service for data, ML, and software pipelines. It schedules DAG-based workflows at massive scale, handling hundreds of thousands of workflows and millions of jobs daily.
Use cases
- orchestrate ETL and ELT data pipelines as DAGs
- schedule machine learning and MLOps workflows
- run batch processing jobs on a schedule
- manage workflow dependencies and triggers at scale
- orchestrate agentic workflows
- self-host a workflow-as-a-service platform
When to choose
- you need proven, large-scale workflow orchestration used in production at Netflix
- you want a scalable DAG scheduler for data and ML pipelines
- you need a workflow engine with strict SLOs and high throughput
When to avoid
- you need a lightweight single-machine cron replacement
- your team is not comfortable running Java/Spring services
- you want a simple UI-first orchestrator with minimal setup
Facets
service · maturity active
workflow-automation scheduling etl big-data machine-learning developer-tools jvm cloud self-hosted workflow-orchestrator dag waas data-pipelines mlops scheduler elt batch-processing data-engineering automation docker web-server
2 sources
- readme: https://github.com/Netflix/maestro · fetched 2026-09-23 · 884ddf0c7dc5
- homepage: https://maestro-doc.github.io · fetched 2026-08-29 · dacfd1f16011
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| Netflix/maestro | main | 68 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem