Kestra
@kestra.io
Event Driven #opensource Orchestration & Scheduling Platform for Mission Critical Applications
@ kestra.io
@ https://github.com/kestra-io/kestra
@ kestra.io
@ https://github.com/kestra-io/kestra
Fire-and-forget automation is fine… until you’re on call.
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...
Assets for Infra Automation: From Fire-and-Forget Automation to Governed Infrastructure | Kestra
Stop fire-and-forget automation. Use Kestra Assets to manage VMs, IPs, certs, and snapshots as a live, governed infrastructure catalog
kestra.io
January 22, 2026 at 4:42 PM
Fire-and-forget automation is fine… until you’re on call.
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...
Reposted by Kestra
Tips and tricks for your @kestra.io flows! dev.to/missamarakay...
Tips and tricks for your Kestra flows
Build your best Kestra workflow by following practical tips.
dev.to
January 21, 2026 at 2:32 PM
Tips and tricks for your @kestra.io flows! dev.to/missamarakay...
The hardest part of operating data & infrastructure isn’t running workflows, it’s knowing what they touch, what they produce, and what breaks when something changes.
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-...
Hello, Assets: Unifies Orchestration, Catalogs, and Lineage
Kestra Assets bring data and infrastructure governance into your workflows. Track tables, files, and cloud resources as first-class assets with built-in lineage, audit logs, dependency graphs, and tea...
kestra.io
January 21, 2026 at 4:32 PM
The hardest part of operating data & infrastructure isn’t running workflows, it’s knowing what they touch, what they produce, and what breaks when something changes.
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-...
“Sleep is not a synchronization primitive.” 😅
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-...
foojay – a place for friends of OpenJDK
foojay is the place for all OpenJDK Update Release Information. Learn More.
foojay.io
January 15, 2026 at 4:18 PM
“Sleep is not a synchronization primitive.” 😅
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-...
If you missed it, Kestra 1.2 brings major improvements across workflow orchestration:
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
January 14, 2026 at 4:12 PM
If you missed it, Kestra 1.2 brings major improvements across workflow orchestration:
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
🚀 Kestra 1.2 is live!
📦 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👇
January 13, 2026 at 3:24 PM
🚀 Kestra 1.2 is live!
📦 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👇
Reposted by Kestra
Digging into more of the implementation details with @kestra.io! Follow along on my learning journey as I build my first flow. dev.to/missamarakay...
My First Flow with Kestra.io
My thoughts and experience building a small PoC with Kestra.io.
dev.to
January 5, 2026 at 2:24 PM
Digging into more of the implementation details with @kestra.io! Follow along on my learning journey as I build my first flow. dev.to/missamarakay...
ELT or ETL?
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
ETL vs ELT: What's The Difference?
YouTube video by Kestra
youtu.be
November 27, 2025 at 4:23 PM
ELT or ETL?
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
SaaS is convenient, but control is non-negotiable. 🛡️
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...
The Return of On-Premises Tooling in the SaaS & Platform Era - Platform Engineering
Enterprises are returning to on-premises tooling for greater control, sovereignty, and performance in the cloud era.
platformengineering.com
November 20, 2025 at 3:54 PM
SaaS is convenient, but control is non-negotiable. 🛡️
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...
With our Mail Trigger, you can automate workflows the moment an email arrives, react to alerts, batch summaries, turn customer emails into tickets, or let AI highlight what matters.
quick demo: youtu.be/Kz1w40TbNjQ
quick demo: youtu.be/Kz1w40TbNjQ
Stop Managing Email: Let AI Agents Make Decisions For You
YouTube video by Kestra
youtu.be
November 17, 2025 at 3:48 PM
With our Mail Trigger, you can automate workflows the moment an email arrives, react to alerts, batch summaries, turn customer emails into tickets, or let AI highlight what matters.
quick demo: youtu.be/Kz1w40TbNjQ
quick demo: youtu.be/Kz1w40TbNjQ
Orchestration BEyond: Build AI That Ships
YouTube video by Kestra
youtu.be
November 14, 2025 at 2:06 PM
Kestra 1.1 brings major performance wins:
• 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...
Performance Upgrades for Enterprise in Kestra 1.1
Key performance wins in Kestra 1.1, from query efficiency to faster purge operations.
kestra.io
November 13, 2025 at 3:39 PM
Kestra 1.1 brings major performance wins:
• 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...
Kestra v1.1 dropped this week, and it’s packed.
⚙️ 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
November 7, 2025 at 4:12 PM
Kestra v1.1 dropped this week, and it’s packed.
⚙️ 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
🚀 Kestra 1.1 is live!
🔍 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
November 5, 2025 at 11:50 AM
🚀 Kestra 1.1 is live!
🔍 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
🚀 2 days to go!
📅 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...
Orchestration BEyond: Build AI That Ships
Step into the next phase of orchestration with Kestra AI Agents.
Join Parham, Lead Solution Architect at Kestra, for a live walkthrough of how AI moves fr...
watch.getcontrast.io
November 4, 2025 at 4:57 PM
🚀 2 days to go!
📅 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...
🤔 What is RAG and why should you care?
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
What is AI RAG? AI Made Easy
YouTube video by Kestra
youtu.be
November 3, 2025 at 3:19 PM
🤔 What is RAG and why should you care?
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
Join our lead Solution Architect for a live session on taking AI from prototype → production.
🧠 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...
October 29, 2025 at 3:21 PM
Join our lead Solution Architect for a live session on taking AI from prototype → production.
🧠 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...
🚀 New blog series from @fhussonnois.dev, Lead Software Engineer at Kestra!
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...
Orchestrating Streams: Episode 1 — Producing Data from Kestra to Kafka
Welcome to Orchestrating Streams, a blog series where I explore the space of data streaming and orchestration. In each post, I will…
medium.com
October 27, 2025 at 4:34 PM
🚀 New blog series from @fhussonnois.dev, Lead Software Engineer at Kestra!
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 fix bugs.
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...
Git Integration in Kestra: Version Control Made Easy
YouTube video by Kestra
www.youtube.com
October 21, 2025 at 3:55 PM
You can fix bugs.
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...
🎉 #Hacktoberfest is still running strong!
We’ve seen so many new contributors join Kestra, thank you all for your amazing PRs and ideas 💙
This Thursday, we’re going live to highlight some of the top contributions (and it’s not too late to join!)
🎥 www.youtube.com/watch?v=DFFb...
We’ve seen so many new contributors join Kestra, thank you all for your amazing PRs and ideas 💙
This Thursday, we’re going live to highlight some of the top contributions (and it’s not too late to join!)
🎥 www.youtube.com/watch?v=DFFb...
It’s Not Too Late to Join Hacktoberfest - Kestra Community Highlight
YouTube video by Kestra
www.youtube.com
October 20, 2025 at 3:16 PM
🎉 #Hacktoberfest is still running strong!
We’ve seen so many new contributors join Kestra, thank you all for your amazing PRs and ideas 💙
This Thursday, we’re going live to highlight some of the top contributions (and it’s not too late to join!)
🎥 www.youtube.com/watch?v=DFFb...
We’ve seen so many new contributors join Kestra, thank you all for your amazing PRs and ideas 💙
This Thursday, we’re going live to highlight some of the top contributions (and it’s not too late to join!)
🎥 www.youtube.com/watch?v=DFFb...
The Playground mode in Kestra lets you build workflows iteratively, one task at a time.
Perfect for data processing:
extract → inspect → transform
No need to rerun every step.
🎥 See it in action: youtu.be/p7UXd66GI1M
Perfect for data processing:
extract → inspect → transform
No need to rerun every step.
🎥 See it in action: youtu.be/p7UXd66GI1M
Build Workflows Iteratively with Playground
YouTube video by Kestra
youtu.be
October 16, 2025 at 4:46 PM
The Playground mode in Kestra lets you build workflows iteratively, one task at a time.
Perfect for data processing:
extract → inspect → transform
No need to rerun every step.
🎥 See it in action: youtu.be/p7UXd66GI1M
Perfect for data processing:
extract → inspect → transform
No need to rerun every step.
🎥 See it in action: youtu.be/p7UXd66GI1M
🔮 dbt + Fivetran
We merged these tools a while ago.
Kestra natively integrates with both, orchestrating every step from ingestion to transformation, testing & deployment.
Learn more about how Kestra works with dbt 👇
kestra.io/blogs/2024-1...
We merged these tools a while ago.
Kestra natively integrates with both, orchestrating every step from ingestion to transformation, testing & deployment.
Learn more about how Kestra works with dbt 👇
kestra.io/blogs/2024-1...
Build Scalable dbt Workflows with built-in Code Editor, Git Sync and Task Runners in Kestra
Scale and automate dbt workflows with Kestra. Sync your dbt project from Git, scale your dbt models with Kestra's task runners, and edit dbt code directly from the built-in code Editor in the UI!
kestra.io
October 13, 2025 at 5:36 PM
🔮 dbt + Fivetran
We merged these tools a while ago.
Kestra natively integrates with both, orchestrating every step from ingestion to transformation, testing & deployment.
Learn more about how Kestra works with dbt 👇
kestra.io/blogs/2024-1...
We merged these tools a while ago.
Kestra natively integrates with both, orchestrating every step from ingestion to transformation, testing & deployment.
Learn more about how Kestra works with dbt 👇
kestra.io/blogs/2024-1...
🎉 #Hacktoberfest is in full swing, and the excitement around Kestra is incredible!
We’re only 10 days in and the community response has been amazing, so many new contributors, ideas & PRs. 💙
We’ve put together a live session to help you get started
🎥 www.youtube.com/live/gD0SI9H...
We’re only 10 days in and the community response has been amazing, so many new contributors, ideas & PRs. 💙
We’ve put together a live session to help you get started
🎥 www.youtube.com/live/gD0SI9H...
Get Started with Hacktoberfest
YouTube video by Kestra
www.youtube.com
October 9, 2025 at 3:14 PM
🎉 #Hacktoberfest is in full swing, and the excitement around Kestra is incredible!
We’re only 10 days in and the community response has been amazing, so many new contributors, ideas & PRs. 💙
We’ve put together a live session to help you get started
🎥 www.youtube.com/live/gD0SI9H...
We’re only 10 days in and the community response has been amazing, so many new contributors, ideas & PRs. 💙
We’ve put together a live session to help you get started
🎥 www.youtube.com/live/gD0SI9H...
With Kestra’s AI Copilot, you describe a workflow in plain English and get real declarative code, ready to run, version, and ship.
No black box.
No lock-in.
Just faster orchestration, same control.
Check out this incredible feature: kestra.io/docs/ai-tool...
No black box.
No lock-in.
Just faster orchestration, same control.
Check out this incredible feature: kestra.io/docs/ai-tool...
October 8, 2025 at 3:01 PM
With Kestra’s AI Copilot, you describe a workflow in plain English and get real declarative code, ready to run, version, and ship.
No black box.
No lock-in.
Just faster orchestration, same control.
Check out this incredible feature: kestra.io/docs/ai-tool...
No black box.
No lock-in.
Just faster orchestration, same control.
Check out this incredible feature: kestra.io/docs/ai-tool...
AI agents ≠ Chatbots.
They’ve got tools, memory, personas, and brains.
Here’s how they actually work (with Kestra examples).
Full video: youtu.be/YQ8f5dmJ4Bk
They’ve got tools, memory, personas, and brains.
Here’s how they actually work (with Kestra examples).
Full video: youtu.be/YQ8f5dmJ4Bk
AI Agents Explained: The Future of Software is Here!
YouTube video by Kestra
youtu.be
October 6, 2025 at 4:09 PM
AI agents ≠ Chatbots.
They’ve got tools, memory, personas, and brains.
Here’s how they actually work (with Kestra examples).
Full video: youtu.be/YQ8f5dmJ4Bk
They’ve got tools, memory, personas, and brains.
Here’s how they actually work (with Kestra examples).
Full video: youtu.be/YQ8f5dmJ4Bk