@ kestra.io
@ https://github.com/kestra-io/kestra
I started it at night in 2019 because Airflow kept losing our tasks to its own scheduler. Four years and four billion executions later, here is what changed.
kestra.io/two-zero
I started it at night in 2019 because Airflow kept losing our tasks to its own scheduler. Four years and four billion executions later, here is what changed.
kestra.io/two-zero
Proud moment, but what gets me more excited is what it opens up.
We're working hard on Kestra 2.0 🧵
kestra.io/blogs/kestra...
Proud moment, but what gets me more excited is what it opens up.
We're working hard on Kestra 2.0 🧵
kestra.io/blogs/kestra...
$25M Series A. Led by @RTPGlobal.
2B+ workflows. 26K GitHub stars. Apple, Toyota, JPMorgan.
Kestra 2.0 + Kestra Cloud are next.
We are the Orchestration Control Plane of the AI Era
kestra.io/blogs/kestra...
$25M Series A. Led by @RTPGlobal.
2B+ workflows. 26K GitHub stars. Apple, Toyota, JPMorgan.
Kestra 2.0 + Kestra Cloud are next.
We are the Orchestration Control Plane of the AI Era
kestra.io/blogs/kestra...
They’re great at it.
But orchestration is still stuck in vRA, Aria, or scripts, mostly because there hasn’t been a clean alternative.
What if VMware operations were just workflows?
👉 kestra.io/blogs/contro...
They’re great at it.
But orchestration is still stuck in vRA, Aria, or scripts, mostly because there hasn’t been a clean alternative.
What if VMware operations were just workflows?
👉 kestra.io/blogs/contro...
It breaks between them.
Kestra orchestrates infra workflows across:
Argo CD · Cloudflare · MAAS · KVM · NetBox · Nutanix
GitOps → DNS → inventory → compute
in one platform
kestra.io/blogs/infra-...
It breaks between them.
Kestra orchestrates infra workflows across:
Argo CD · Cloudflare · MAAS · KVM · NetBox · Nutanix
GitOps → DNS → inventory → compute
in one platform
kestra.io/blogs/infra-...
Takes are predictable: “rewrite it” … “AI will solve it.”
Hot take: COBOL isn’t the problem. Claude isn’t the answer. Un-orchestrated systems are.
AI can help. Orchestration makes it safe.
We ran COBOL + Claude in Kestra 👇
🎥 youtu.be/_SQWQoaCkLM
Takes are predictable: “rewrite it” … “AI will solve it.”
Hot take: COBOL isn’t the problem. Claude isn’t the answer. Un-orchestrated systems are.
AI can help. Orchestration makes it safe.
We ran COBOL + Claude in Kestra 👇
🎥 youtu.be/_SQWQoaCkLM
This post shows how Kestra Assets turns infra workflows into a live catalog with lineage: VMs, IPs, certs, users, licenses, snapshots, plus history + dependencies from execution.
👉 kestra.io/blogs/assets...
This post shows how Kestra Assets turns infra workflows into a live catalog with lineage: VMs, IPs, certs, users, licenses, snapshots, plus history + dependencies from execution.
👉 kestra.io/blogs/assets...
That’s why we built Kestra Assets: a governed, language-agnostic catalog with automatic lineage.
kestra.io/blogs/hello-...
That’s why we built Kestra Assets: a governed, language-agnostic catalog with automatic lineage.
kestra.io/blogs/hello-...
We’re featured on @foojay.io 🎉 sharing how we deal with flaky tests at Kestra:
6,000+ tests
async workflows
distributed queues
CI you can actually trust
You won’t kill all flakes.
Separate signal from noise. Ship anyway.
foojay.io/today/flaky-...
We’re featured on @foojay.io 🎉 sharing how we deal with flaky tests at Kestra:
6,000+ tests
async workflows
distributed queues
CI you can actually trust
You won’t kill all flakes.
Separate signal from noise. Ship anyway.
foojay.io/today/flaky-...
Assets for managing external resources, templated blueprints for reusability, stronger execution controls, and a redesigned execution overview.
Dive in: youtu.be/k_iOLFYyiuM
Assets for managing external resources, templated blueprints for reusability, stronger execution controls, and a redesigned execution overview.
Dive in: youtu.be/k_iOLFYyiuM
📦 Assets (EE)
🧩 Templated Blueprints (EE)
📂 Namespace file versioning
🔁 Concurrent triggers
✅ Checks
🎨 UI redesign
☁️ AWS & Azure Marketplace
🧩 Many new plugins
Release post in comments👇
📦 Assets (EE)
🧩 Templated Blueprints (EE)
📂 Namespace file versioning
🔁 Concurrent triggers
✅ Checks
🎨 UI redesign
☁️ AWS & Azure Marketplace
🧩 Many new plugins
Release post in comments👇
ETL transforms before loading, so what lands is already clean and compliant. ELT loads raw first, then transforms in the warehouse, which is faster and more flexible at cloud scale.
Kestra orchestrates either way: youtu.be/VxOmetLBTxE
ETL transforms before loading, so what lands is already clean and compliant. ELT loads raw first, then transforms in the warehouse, which is faster and more flexible at cloud scale.
Kestra orchestrates either way: youtu.be/VxOmetLBTxE
We built Kestra to run anywhere, Cloud, On-Prem, or Air-gapped, because we believe you should own your Orchestrator, not just rent it.
The future of tooling is about sovereignty and choice.
platformengineering.com/features/ret...
We built Kestra to run anywhere, Cloud, On-Prem, or Air-gapped, because we believe you should own your Orchestrator, not just rent it.
The future of tooling is about sovereignty and choice.
platformengineering.com/features/ret...
quick demo: youtu.be/Kz1w40TbNjQ
quick demo: youtu.be/Kz1w40TbNjQ
• Queries: 63s → 8ms (thanks to our engineering team and the help of Xiaomi team)
• Purge pipeline: 2.5× faster
• Smoother dashboards at scale
Full breakdown of the improvements: kestra.io/blogs/perfor...
• Queries: 63s → 8ms (thanks to our engineering team and the help of Xiaomi team)
• Purge pipeline: 2.5× faster
• Smoother dashboards at scale
Full breakdown of the improvements: kestra.io/blogs/perfor...
⚙️ More plugins
🧠 Smarter orchestration and automation
🎨 Refined Filters and performance boosts everywhere
🔒 Enterprise-grade control, ready for scale
🤖 Even more AI features
⚙️ More plugins
🧠 Smarter orchestration and automation
🎨 Refined Filters and performance boosts everywhere
🔒 Enterprise-grade control, ready for scale
🤖 Even more AI features
🔍 New UI Filters
📊 No-Code Custom Dashboards
🧠 Multi-Agent AI
🤖 Fix with AI
📧 Email Trigger
📂 Smarter File Detection Triggers
🧍 Human Tasks (EE)
🎨 Apps Catalog (EE) 🔒
Improved Air-gap Support
🧩 30+ new plugins
go.kestra.io/release-1-1-x
🔍 New UI Filters
📊 No-Code Custom Dashboards
🧠 Multi-Agent AI
🤖 Fix with AI
📧 Email Trigger
📂 Smarter File Detection Triggers
🧍 Human Tasks (EE)
🎨 Apps Catalog (EE) 🔒
Improved Air-gap Support
🧩 30+ new plugins
go.kestra.io/release-1-1-x
📅 Thu, Nov 6 — 2 PM GMT
See how Kestra takes AI Agents from prototype to production, no hype, just orchestration that ships.
⚙️ Connect data, APIs, MCP & Agents
🧩 Turn prompts into scalable workflows
👉 watch.getcontrast.io/register/kes...
📅 Thu, Nov 6 — 2 PM GMT
See how Kestra takes AI Agents from prototype to production, no hype, just orchestration that ships.
⚙️ Connect data, APIs, MCP & Agents
🧩 Turn prompts into scalable workflows
👉 watch.getcontrast.io/register/kes...
RAG = Retrieval-Augmented Generation
It gives AI access to real, current knowledge, not just training data.
✅ Fewer hallucinations
✅ Smarter, accurate answers
✅ Always up-to-date
See how we use RAG in Kestra 👇
youtu.be/9nNkiRd0ESk
RAG = Retrieval-Augmented Generation
It gives AI access to real, current knowledge, not just training data.
✅ Fewer hallucinations
✅ Smarter, accurate answers
✅ Always up-to-date
See how we use RAG in Kestra 👇
youtu.be/9nNkiRd0ESk
🧠 Learn to:
• Build event-driven automations
• Connect data, APIs & agents
• Turn prompts into real workflows
📅 Thu Nov 6 — 2 PM GMT
watch.getcontrast.io/register/kes...
🧠 Learn to:
• Build event-driven automations
• Connect data, APIs & agents
• Turn prompts into real workflows
📅 Thu Nov 6 — 2 PM GMT
watch.getcontrast.io/register/kes...
Orchestrating Streams: Episode 1 — Producing Data from Kestra to Kafka
Learn how to use Kestra to produce data into Kafka without writing a single line of custom code.
medium.com/@fhussonnois...
Orchestrating Streams: Episode 1 — Producing Data from Kestra to Kafka
Learn how to use Kestra to produce data into Kafka without writing a single line of custom code.
medium.com/@fhussonnois...
You can’t fix chaos.
🚨 Version control your workflows with Kestra, keep prod aligned, safe & in sync.
👉 www.youtube.com/watch?v=wb6V...
You can’t fix chaos.
🚨 Version control your workflows with Kestra, keep prod aligned, safe & in sync.
👉 www.youtube.com/watch?v=wb6V...