| RT @TheSixFiveMedia: Giving an AI agent access to enterprise APIs through MCP now takes about five minutes, which makes… |
@kestra_io |
Company |
Repost |
2026-10-23 |
22 |
0 |
1 |
0 |
0 |
0 |
| RT @ankithbuilds: 13th core PR merged into @kestra_io 🚀 "Fix with AI" now loads only the first page of error logs inste… |
@kestra_io |
Company |
Repost |
2026-10-23 |
22 |
0 |
1 |
0 |
0 |
0 |
| RT @SoheiE76512: After checking loads of AI orchestration best practices and tools out there, I think I love @kestra_io… |
@kestra_io |
Company |
Repost |
2026-10-23 |
22 |
0 |
1 |
0 |
0 |
0 |
| RT @jhahimanshu653: My @kestra_io PR #21339 is merged! 🎉
Updated core examples: Log for messages, OutputValues for dow… |
@kestra_io |
Company |
Repost |
2026-10-21 |
28 |
0 |
1 |
0 |
0 |
0 |
| RT @johncrickett: We're three weeks into Kestra’s Hacktober Hackathon, and it's great to see what people have been buil… |
@kestra_io |
Company |
Repost |
2026-10-21 |
21 |
0 |
2 |
0 |
0 |
0 |
| RT @EszterKova25884: Just landed my reusable YAML workflow in the
@kestra_io
blueprints library for #KestraHacktober! 🚀… |
@kestra_io |
Company |
Repost |
2026-10-21 |
25 |
0 |
1 |
0 |
0 |
0 |
| RT @arsh_goyal: I am hosting #KestraHacktober this Hacktoberfest and you can be a part to win prizes like Macbook Neo, … |
@kestra_io |
Company |
Repost |
2026-10-16 |
28 |
0 |
3 |
0 |
0 |
0 |
| RT @ankithbuilds: 2 more blueprints merged into @kestra_io 🚀 Razorpay sentinels that alert you when UPI/card payments s… |
@kestra_io |
Company |
Repost |
2026-10-09 |
28 |
0 |
1 |
0 |
0 |
0 |
| RT @prasenx: kestra just merged four of my PRs into their official repo
went through all their blueprints, found ideas… |
@kestra_io |
Company |
Repost |
2026-10-09 |
23 |
0 |
1 |
0 |
0 |
0 |
| RT @svpino: If you want to:
• Get some coding experience
• Become an open-source contributor
• Increase your online re… |
@kestra_io |
Company |
Repost |
2026-10-06 |
21 |
0 |
4 |
0 |
0 |
0 |
| RT @faizanxbuilds: my first open-source PR got merged 🎉
api health-monitor blueprint for @kestra_io : parallel checks o… |
@kestra_io |
Company |
Repost |
2026-10-02 |
26 |
0 |
1 |
0 |
0 |
0 |
| RT @johncrickett: Did you know you can make the promote-or-rollback decision part of a Cloudflare deployment workflow?
… |
@kestra_io |
Company |
Repost |
2026-09-30 |
29 |
0 |
2 |
0 |
0 |
0 |
| RT @johncrickett: Did you know you can route different AI requests to different models automatically?
There’s a Kestra… |
@kestra_io |
Company |
Repost |
2026-09-29 |
23 |
0 |
1 |
0 |
0 |
0 |
| RT @johncrickett: If you’re planning to contribute to open source this Hacktoberfest, Kestra has two ways to make your … |
@kestra_io |
Company |
Repost |
2026-09-24 |
24 |
0 |
1 |
0 |
0 |
0 |
| RT @KaiWaehner: I moved a working #Python cron job to #Kestra without touching the script.
Within a day, the runtime n… |
@kestra_io |
Company |
Repost |
2026-09-24 |
26 |
0 |
2 |
0 |
0 |
0 |
| Become Kestra Certified.
Kestra Academy is live with four courses: Fundamentals, Infrastructure Automation, AI Workflo… |
@kestra_io |
Company |
Original |
2026-09-23 |
106 |
2 |
1 |
0 |
0 |
0 |
| Kestra Hacktoberfest starting in 9 days.
Contribute to a fast growing open source project and earn swag and prizes such… |
@kestra_io |
Company |
Original |
2026-09-22 |
146 |
3 |
0 |
0 |
0 |
0 |
| RT @svpino: For those of you who want some coding experience:
Kestra's Hacktoberfest runs from October 1 through Octob… |
@kestra_io |
Company |
Repost |
2026-09-21 |
22 |
0 |
10 |
0 |
0 |
0 |
| RT @fhussonnois: ✍️Here is my latest blog post:
Kafka Topic as a Service: Automating GitOps Workflows with @kestra_io … |
@kestra_io |
Company |
Repost |
2026-09-21 |
20 |
0 |
2 |
0 |
0 |
0 |
| RT @arsh_goyal: I'm super excited to host the biggest hackathon of Hacktoberfest 2026, where you can win a MacBook Neo… |
@kestra_io |
Company |
Repost |
2026-09-21 |
26 |
0 |
3 |
0 |
0 |
0 |
| Less than a week to go, and the room is almost full 🇫🇷
join us Thursday, Sept 24: AI leads from @sanofi and RTK on wh… |
@kestra_io |
Company |
Original |
2026-09-18 |
195 |
5 |
1 |
0 |
0 |
0 |
| The Kestra 2.0 walkthrough is live
Still Kestra. Same flows, same open-source engine. Just with superpowers: workers a… |
@kestra_io |
Company |
Original |
2026-09-09 |
233 |
7 |
1 |
0 |
0 |
1 |
| RT @tchiotludo: Kestra 2.0 is live. 🔥
Seven years ago, this was a side project written at night. Today, it runs 4B+ ex… |
@kestra_io |
Company |
Repost |
2026-09-09 |
24 |
0 |
1 |
0 |
0 |
0 |
| RT @LearnWithBrij: Why does every agent demo work and only a handful survive a month in production?
Same four stories … |
@kestra_io |
Company |
Repost |
2026-09-08 |
25 |
0 |
23 |
0 |
0 |
0 |
| Kestra 2.0 is live 🎉
⚙️ New decoupled engine: run your queue on Redis, AMQP, Kafka or JDBC
🌍 Workers & Schedulers … |
@kestra_io |
Company |
Original |
2026-09-08 |
874 |
18 |
5 |
3 |
1 |
3 |
| Almost nothing we shared this month came from a marketing plan. Homelab engineers, creators who filmed a walkthrough be… |
@kestra_io |
Company |
Original |
2026-08-31 |
102 |
3 |
0 |
0 |
0 |
0 |
| @andreaskayy ran a live Kestra demo and did not edit out the thinking. Live is the honest format: the real sequence, th… |
@kestra_io |
Company |
Original |
2026-08-30 |
173 |
2 |
0 |
0 |
0 |
0 |
| Jack Perry wrote up his ELT pipelines in enough detail to rebuild them. Extract, load, transform, with orchestration ow… |
@kestra_io |
Company |
Original |
2026-08-29 |
184 |
3 |
0 |
0 |
0 |
0 |
| Fifteen minutes from an Ansible playbook you run by hand to playbooks running at scale. @kunalstwt keeps the scope tigh… |
@kestra_io |
Company |
Original |
2026-08-28 |
136 |
2 |
0 |
0 |
0 |
0 |
| Snowflake or Databricks is the wrong question if the orchestration layer is portable. @astrodevil_ built the same stack… |
@kestra_io |
Company |
Original |
2026-08-27 |
125 |
4 |
1 |
0 |
0 |
0 |
| @DataTalksClub ran open office hours on orchestration for the 2026 DE Zoomcamp, and the questions are the good part. Wh… |
@kestra_io |
Company |
Original |
2026-08-26 |
149 |
4 |
0 |
0 |
0 |
0 |
| @allenheltondev wanted to know what his MCP servers were actually doing, so he instrumented them. What ran, how long, w… |
@kestra_io |
Company |
Original |
2026-08-25 |
106 |
6 |
0 |
2 |
0 |
0 |
| Alireza Sadeghi mapped the whole open-source orchestration ecosystem and picked no winner. More useful than a ranking, … |
@kestra_io |
Company |
Original |
2026-08-24 |
148 |
5 |
0 |
0 |
0 |
0 |
| @intheworldofai walked through building AI agents on infrastructure you host yourself. The hosted no-code comparison is… |
@kestra_io |
Company |
Original |
2026-08-23 |
156 |
2 |
0 |
0 |
0 |
0 |
| @kunalstwt built agentic workflows on camera, and the interesting part is where he draws the line. The model decides. T… |
@kestra_io |
Company |
Original |
2026-08-22 |
215 |
3 |
0 |
0 |
0 |
0 |
| Same task, about 1,400 tokens one way and around 150,000 another. The benchmark puts MCP, CAG and a plain API call on i… |
@kestra_io |
Company |
Original |
2026-08-21 |
112 |
2 |
0 |
0 |
0 |
0 |
| @0merxx called Kestra the underrated open source powering his homelab. It is an infrastructure engineer's take: less pr… |
@kestra_io |
Company |
Original |
2026-08-20 |
148 |
2 |
0 |
1 |
0 |
0 |
| One rule for every release: push a tag to ship. Jeremy Maire wrote up how that single constraint reshaped the process. … |
@kestra_io |
Company |
Original |
2026-08-19 |
108 |
2 |
0 |
0 |
0 |
0 |
| ByteMonk argues most teams are not failing at automation, they are failing at orchestration. Automation is one task doi… |
@kestra_io |
Company |
Original |
2026-08-18 |
179 |
3 |
0 |
0 |
0 |
0 |
| Context engineering demonstrated on a real issue, not a toy. Francois Delbrayelle automated the plugin SDLC and showed … |
@kestra_io |
Company |
Original |
2026-08-17 |
146 |
5 |
0 |
0 |
0 |
0 |
| @praveshstwt wrote down what his first contribution to Kestra was actually like, confusing parts included. Finding an a… |
@kestra_io |
Company |
Original |
2026-08-16 |
160 |
5 |
1 |
0 |
0 |
0 |
| Third in @christianlempa's Kestra series, this one on triggers. Git events and webhooks, self-hosted, so automation rea… |
@kestra_io |
Company |
Original |
2026-08-15 |
203 |
6 |
0 |
0 |
0 |
0 |
| One month into the job at Kestra with no dev background, Thibault Delenin shipped parallel pipelines that still run wee… |
@kestra_io |
Company |
Original |
2026-08-14 |
171 |
5 |
0 |
0 |
0 |
0 |
| Thousands learned orchestration through the Data Engineering Zoomcamp, and Dehao Zhang wrote up the module as he went. … |
@kestra_io |
Company |
Original |
2026-08-13 |
140 |
2 |
0 |
0 |
0 |
0 |
| 40% less MTTR and three fewer platforms from one structural change. Agastya Khati wired ingestion straight into AI eval… |
@kestra_io |
Company |
Original |
2026-08-12 |
134 |
3 |
0 |
0 |
0 |
0 |
| Spinning up a Proxmox VM should not need a web console. @JayTheLinuxGuy clones a template and boots it as workflow task… |
@kestra_io |
Company |
Original |
2026-08-11 |
194 |
2 |
1 |
0 |
0 |
0 |
| Self-healing pipelines sound like a pitch until you see the safety layers. Deemanthgowda classifies the error, generate… |
@kestra_io |
Company |
Original |
2026-08-10 |
163 |
3 |
1 |
0 |
0 |
0 |
| The second Kestra video from @christianlempa is where a homelab stops being a pile of tools and becomes a system. Ansib… |
@kestra_io |
Company |
Original |
2026-08-08 |
229 |
4 |
0 |
0 |
0 |
0 |
| @betterstackhq tried the tool people keep calling the thing coming for Airflow. Their angle is the useful one: not YAML… |
@kestra_io |
Company |
Original |
2026-08-06 |
164 |
3 |
0 |
0 |
0 |
0 |
| Patching is slow, risky and compliance-heavy. Faizan Qazi turned all three into one readable flow: snapshot, patch, hea… |
@kestra_io |
Company |
Original |
2026-08-05 |
121 |
4 |
0 |
0 |
0 |
0 |
| Abhishek Veeramalla automated his day-to-day workflows from scheduling through to monitoring. That last part is where m… |
@kestra_io |
Company |
Original |
2026-08-04 |
192 |
5 |
0 |
0 |
0 |
0 |
| Our founding designer got tired of DMing JSON to engineers. Nicolas Callens edits Figma variables, hits a button, and a… |
@kestra_io |
Company |
Original |
2026-08-03 |
161 |
3 |
0 |
1 |
0 |
0 |
| @christianlempa ran his homelab on a pile of scripts until he put one orchestrator in front of them. Install, first flo… |
@kestra_io |
Company |
Original |
2026-08-02 |
270 |
4 |
0 |
0 |
0 |
0 |
| @JayTheLinuxGuy built Kestra from an empty Linux box on camera. Fresh server, Docker, Compose, then three real flows: a… |
@kestra_io |
Company |
Original |
2026-08-01 |
208 |
3 |
0 |
0 |
0 |
1 |
| Let NetBox decide what gets configured: list active devices by role and site, walk them with capped concurrency, run a … |
@kestra_io |
Company |
Original |
2026-07-30 |
129 |
2 |
0 |
0 |
0 |
0 |
| Are you a data or AI engineer building LLM pipelines that need to hold up when it matters? Join us tomorrow as Harsh an… |
@kestra_io |
Company |
Original |
2026-07-29 |
150 |
6 |
1 |
0 |
0 |
0 |
| A Schedule trigger is cron that grew up: the same cron expression, but with execution history, retries, backfills, conc… |
@kestra_io |
Company |
Original |
2026-07-29 |
125 |
3 |
0 |
0 |
0 |
0 |
| Route GPU tasks to GPU workers. Route EU tasks to EU workers. Same workflow definition, same control plane, different w… |
@kestra_io |
Company |
Original |
2026-07-27 |
156 |
5 |
1 |
0 |
0 |
0 |
| Kestra 1.3 leaned into infrastructure: Credentials, a kill switch for runaway runs, the kestractl CLI, a GitHub Action,… |
@kestra_io |
Company |
Original |
2026-07-27 |
141 |
2 |
0 |
0 |
0 |
0 |
| Could you say what the full story of a VM is, who built it, which playbook ran, what depends on it? Kestra Assets emit … |
@kestra_io |
Company |
Original |
2026-07-26 |
193 |
2 |
0 |
0 |
0 |
0 |
| Running Ansible playbooks through Kestra: keep Ansible as your config layer and add scheduling, retries, and observabil… |
@kestra_io |
Company |
Original |
2026-07-25 |
320 |
4 |
0 |
0 |
0 |
1 |
| Migrating off VMware? Run the cutover as a controlled, wave-based VMware-to-Nutanix AHV workflow with checkpoints and o… |
@kestra_io |
Company |
Original |
2026-07-24 |
193 |
3 |
0 |
0 |
0 |
0 |
| Pushing config to a fleet, consistently: provision the hosts, build a dynamic Ansible inventory, and copy the files acr… |
@kestra_io |
Company |
Original |
2026-07-23 |
126 |
3 |
0 |
0 |
0 |
0 |
| Many workflow builders aren't built for anything past a prototype. The moment you add retries, branching, or parallel L… |
@kestra_io |
Company |
Original |
2026-07-22 |
147 |
4 |
0 |
0 |
0 |
0 |
| Fleet operations in Kestra are mostly just ForEach: the hosts to walk, a concurrency setting for sequential or capped-p… |
@kestra_io |
Company |
Original |
2026-07-22 |
165 |
4 |
0 |
0 |
0 |
0 |
| Trying Ansible with an orchestrator? Start with no servers: an inline inventory, localhost over a local connection, and… |
@kestra_io |
Company |
Original |
2026-07-21 |
155 |
4 |
0 |
0 |
0 |
0 |
| Portal automation hides your logic: no version history, no diff, no review, no reuse. As a Kestra flow it's YAML in Git… |
@kestra_io |
Company |
Original |
2026-07-20 |
128 |
2 |
0 |
0 |
0 |
0 |
| Don't lock your automation to one hypervisor. Kestra has both a VMware plugin for vCenter and ESXi and a Proxmox plugin… |
@kestra_io |
Company |
Original |
2026-07-19 |
219 |
3 |
0 |
1 |
0 |
0 |
| The VMware plugin in Kestra, end to end: cloning, snapshots, reboots, and the full VM lifecycle from workflows on vCent… |
@kestra_io |
Company |
Original |
2026-07-18 |
369 |
7 |
0 |
0 |
0 |
1 |
| Keep Jenkins, just coordinate it: Terraform provisions, Ansible baselines, and Kestra triggers a Jenkins job and polls … |
@kestra_io |
Company |
Original |
2026-07-17 |
245 |
4 |
0 |
0 |
0 |
0 |
| A scheduler and an orchestrator look identical until something fails unattended. Then it's whether you can see what ran… |
@kestra_io |
Company |
Quote |
2026-07-16 |
170 |
4 |
0 |
0 |
0 |
0 |
| Provision, configure, deploy as one chain: Terraform stands it up, Ansible configures, Argo CD syncs and a status check… |
@kestra_io |
Company |
Original |
2026-07-16 |
113 |
2 |
0 |
0 |
0 |
0 |
| Tomorrow: Rafael Bartalotti and @wrussell1999 go live at 12pm ET / 4pm GMT on the four failure modes AI adds to product… |
@kestra_io |
Company |
Original |
2026-07-15 |
124 |
5 |
0 |
0 |
0 |
0 |
| Keep vCenter creds out of your tasks. Store them as secrets and inject once via pluginDefaults scoped to the VMware plu… |
@kestra_io |
Company |
Original |
2026-07-15 |
130 |
2 |
0 |
0 |
0 |
0 |
| Stop hand-editing inventories. Pull active devices from NetBox by site and role, build the Ansible inventory at runtime… |
@kestra_io |
Company |
Original |
2026-07-14 |
171 |
4 |
0 |
0 |
0 |
0 |
| Most infra teams run Ansible, Terraform, scripts, and cron with no shared view. Automation scaled; coordination didn't.… |
@kestra_io |
Company |
Original |
2026-07-13 |
136 |
2 |
0 |
0 |
0 |
0 |
| Terraform reconciles infra state, Ansible handles config, and neither orchestrates the other. Kestra runs both as tasks… |
@kestra_io |
Company |
Original |
2026-07-12 |
206 |
4 |
0 |
0 |
0 |
1 |
| Configuration drift with Ansible and Kestra: enforce the desired state across hosts over SSH, and get alerted only when… |
@kestra_io |
Company |
Original |
2026-07-11 |
243 |
3 |
0 |
0 |
0 |
0 |
| Drift detection that only fires on real change: Ansible enforces the desired state, Kestra checks each host's result an… |
@kestra_io |
Company |
Original |
2026-07-10 |
197 |
4 |
1 |
1 |
0 |
0 |
| Patch in waves, not all at once. Kestra walks your inventory groups one at a time, runs the playbook scoped to each, an… |
@kestra_io |
Company |
Original |
2026-07-09 |
172 |
7 |
0 |
0 |
0 |
0 |
| Kestra's error path is your undo button. Snapshot then patch in the normal path; restore then notify in the error path.… |
@kestra_io |
Company |
Original |
2026-07-08 |
165 |
2 |
0 |
0 |
0 |
0 |
| Patch a prod VM with a net: snapshot it, update over SSH and reboot, then probe the health endpoint with retries. If it… |
@kestra_io |
Company |
Original |
2026-07-07 |
170 |
4 |
0 |
0 |
0 |
0 |
| Leaving vRA or Aria without a rewrite: a deploy becomes CloneVm or CreateVm, a day-two change becomes UpdateVm plus Ans… |
@kestra_io |
Company |
Original |
2026-07-06 |
204 |
3 |
0 |
0 |
0 |
0 |
| VMware in 2026: perpetual licenses gone, subscription-only, priced per core, collapsed into VCF and VVF bundles, renewa… |
@kestra_io |
Company |
Original |
2026-07-05 |
351 |
8 |
0 |
3 |
0 |
0 |
| A fifteen-minute walk from a single Ansible playbook to fleet-wide runs, with logging and retries handled by Kestra. ht… |
@kestra_io |
Company |
Original |
2026-07-04 |
607 |
7 |
0 |
0 |
0 |
3 |
| Run an Ansible playbook from Kestra in one task: inventory and playbook via inputFiles, a worker or container runner, t… |
@kestra_io |
Company |
Original |
2026-07-03 |
204 |
3 |
0 |
0 |
0 |
0 |
| VM provisioning as one flow: CloneVm pulls a machine from a vCenter template, AnsibleCLI configures it, the ServiceNow … |
@kestra_io |
Company |
Original |
2026-07-02 |
170 |
4 |
0 |
0 |
0 |
0 |
| Kestra runs vCenter and ESXi as workflow tasks, not portal clicks. Clone, snapshot, restore, change CPU or memory, reac… |
@kestra_io |
Company |
Original |
2026-07-01 |
144 |
3 |
0 |
0 |
0 |
0 |
| VM patching: the patch takes seconds, but the approval takes days, with no audit trail. Faizan Qazi turned the whole pr… |
@kestra_io |
Company |
Original |
2026-06-29 |
200 |
6 |
0 |
0 |
0 |
0 |
| Building a Kestra plugin feature is the same steps every time: issue, design, code, tests, PR, review, QA, ship. We kep… |
@kestra_io |
Company |
Original |
2026-06-26 |
251 |
7 |
1 |
0 |
0 |
2 |
| Thibault spent six years reconstructing R&D history for funding audits after the fact. He joined Kestra a month ago… |
@kestra_io |
Company |
Original |
2026-06-24 |
473 |
8 |
0 |
0 |
0 |
1 |
| If you use kestractl, our Terraform provider, or any of the client SDKs: releases now work the same way across all of t… |
@kestra_io |
Company |
Original |
2026-06-22 |
328 |
11 |
0 |
1 |
0 |
1 |
| Five engineers in Kestra Engineering this week: a no-backend receipt scanner, a retry storm lab (231 requests down to 4… |
@kestra_io |
Company |
Original |
2026-06-19 |
477 |
11 |
0 |
0 |
1 |
2 |
| Java 24 removed the SecurityManager. If you run untrusted code on the JVM, that leaves a gap.
Our lead software enginee… |
@kestra_io |
Company |
Original |
2026-06-19 |
310 |
8 |
2 |
1 |
0 |
2 |
| Our team goes live today at 12pm GMT / 2pm CEST on how our 🌟technical writer, AJ, keeps 1,400+ plugin references and al… |
@kestra_io |
Company |
Original |
2026-06-18 |
140 |
5 |
0 |
1 |
0 |
0 |
| Five engineers on what cron and scripts couldn't handle: silent model failures, duplicate orders, emergency escalation,… |
@kestra_io |
Company |
Original |
2026-06-12 |
390 |
11 |
2 |
1 |
0 |
0 |
| AJ Emerich is Kestra's entire docs team. 1,400+ plugin references, all product docs, release blog posts every cycle.
… |
@kestra_io |
Company |
Original |
2026-06-11 |
207 |
5 |
1 |
1 |
0 |
0 |
| RAG pipelines are 6+ infrastructure layers before the model answers anything. @fdelbrayelle mapped the full Kestra plug… |
@kestra_io |
Company |
Original |
2026-06-10 |
408 |
5 |
0 |
0 |
0 |
0 |
| When a data engineer at a French bank kept email logic inside one Python task, a semicolon sent half the recipients dar… |
@kestra_io |
Company |
Original |
2026-06-09 |
253 |
2 |
0 |
0 |
0 |
0 |
| Vibe coding gets you to a prototype. @DataTalksClub's LLM Zoomcamp covers what comes next. We cover how to make AI pipe… |
@kestra_io |
Company |
Original |
2026-06-08 |
146 |
3 |
1 |
0 |
0 |
0 |
| We ship Kestra every Tuesday using Kestra. Roman shares the flow that coordinates four parallel releases and why GitHub… |
@kestra_io |
Company |
Original |
2026-06-04 |
184 |
7 |
1 |
0 |
0 |
0 |
| Foundation Data runs a Kestra flow in production that sends root cause and suggested fix to Slack automatically when a … |
@kestra_io |
Company |
Original |
2026-06-03 |
172 |
3 |
0 |
0 |
0 |
0 |
| If you already have the Kestra MCP server connected, your agent just got three new doc tools: search_docs, get_doc, lis… |
@kestra_io |
Company |
Original |
2026-05-18 |
219 |
5 |
1 |
1 |
0 |
1 |
| Converting an Airflow DAG to a Kestra flow now takes minutes instead of hours. @Ben8t shows how AI agents convert DAGs … |
@kestra_io |
Company |
Original |
2026-05-13 |
468 |
7 |
1 |
0 |
0 |
1 |
| Introducing Kestra Fundamentals: a free, self-paced orchestration course.
Learn the core concepts and build a mental … |
@kestra_io |
Company |
Original |
2026-05-04 |
674 |
16 |
5 |
2 |
0 |
12 |
| 200+ Blueprint templates, 1300+ plugins, full task schemas.
All accessible to your AI coding agent via MCP.
Public … |
@kestra_io |
Company |
Original |
2026-05-01 |
443 |
7 |
3 |
0 |
0 |
0 |
| We use Kestra to ship Kestra's 1300+ plugins. Our Lead Software Engineer François Delbrayelle walks through the five fl… |
@kestra_io |
Company |
Original |
2026-04-30 |
376 |
5 |
1 |
1 |
0 |
0 |
| Orchestration is broken. We're fixing it.
$25M Series A. Led by @RTPGlobal.
2B+ workflows. 26K GitHub stars. Apple, To… |
@kestra_io |
Company |
Original |
2026-03-31 |
403 |
10 |
3 |
0 |
2 |
1 |
| Airflow 2 reaches end of life in April 2026. Airflow 3 improves the ergonomics, but the underlying model is the same.
… |
@kestra_io |
Company |
Original |
2026-03-17 |
238 |
6 |
1 |
2 |
0 |
1 |
| dbt Core is built around YAML. Kestra works the same way, so defining your dbt build, dbt test, and dbt deps commands i… |
@kestra_io |
Company |
Original |
2026-03-13 |
291 |
3 |
0 |
1 |
0 |
2 |
| AI is making data engineering easier to enter and larger in scope at the same time.
Anyone can draft a pipeline, expla… |
@kestra_io |
Company |
Original |
2026-03-11 |
212 |
5 |
0 |
1 |
0 |
0 |
| VMware is everywhere when you need to virtualize.
They’re great at it.
But orchestration is still stuck in vRA, Aria,… |
@kestra_io |
Company |
Original |
2026-03-10 |
240 |
7 |
2 |
0 |
1 |
0 |
| Infrastructure automation doesn’t break because of tools.
It breaks between them.
Kestra orchestrates infra workflows… |
@kestra_io |
Company |
Original |
2026-03-06 |
205 |
5 |
1 |
0 |
0 |
1 |
| Kestra 1.3 LTS is live
✅Kill Switch for production control
✅Reusable OAuth Credentials
✅Operational Assets with events … |
@kestra_io |
Company |
Original |
2026-03-03 |
314 |
8 |
2 |
1 |
0 |
1 |
| COBOL is trending again.
Takes are predictable: “rewrite it” … “AI will solve it.”
Hot take: COBOL isn’t the problem. C… |
@kestra_io |
Company |
Original |
2026-02-27 |
254 |
9 |
1 |
1 |
0 |
0 |
| Tomorrow, Feb 19 at 11am PST: Elliot and Parham will walk through a live production GTM stack built on Kestra to elimin… |
@kestra_io |
Company |
Original |
2026-02-18 |
122 |
4 |
0 |
1 |
0 |
0 |
| Stop writing glue code for data-rich APIs.
Join us for a live demo tomorrow, Feb 12th at 5pm GMT, to learn how workflo… |
@kestra_io |
Company |
Original |
2026-02-11 |
191 |
7 |
1 |
0 |
0 |
0 |
| Airflow 2 hits EOL in 2026. Airflow 3.0 has breaking changes. You're migrating either way.
This makes 2026 the right t… |
@kestra_io |
Company |
Original |
2026-01-23 |
259 |
6 |
1 |
0 |
0 |
0 |
| Fire-and-forget automation is fine… until you’re on call.
This post shows how Kestra Assets turns infra workflows into… |
@kestra_io |
Company |
Original |
2026-01-22 |
165 |
3 |
0 |
0 |
0 |
0 |
| The hardest part of operating data & infrastructure isn’t running workflows, it’s knowing what they touch, what the… |
@kestra_io |
Company |
Original |
2026-01-21 |
223 |
9 |
1 |
1 |
0 |
0 |
| “Sleep is not a synchronization primitive.” 😅
We’re featured on @foojayio 🎉 sharing how we deal with flaky tests at K… |
@kestra_io |
Company |
Original |
2026-01-15 |
202 |
4 |
1 |
3 |
0 |
0 |
| If you missed it, Kestra 1.2 brings major improvements across workflow orchestration:
Assets for managing external reso… |
@kestra_io |
Company |
Original |
2026-01-14 |
180 |
6 |
1 |
2 |
0 |
0 |
| 🚀 Kestra 1.2 is live!
📦 Assets (EE)
🧩 Templated Blueprints (EE)
📂 Namespace file versioning
🔁 Concurrent triggers
✅ Che… |
@kestra_io |
Company |
Original |
2026-01-13 |
200 |
5 |
1 |
1 |
0 |
0 |
| At Kestra, we “drink our own champagne” and run our entire internal analytics stack on Kestra.
Analytics Engineer Rok … |
@kestra_io |
Company |
Original |
2026-01-09 |
173 |
4 |
1 |
3 |
0 |
0 |
| Day 24! We’ve showcased 23 plugins… but Kestra has 1,000+.
Please tell us what integration you want next. Your wishli… |
@kestra_io |
Company |
Original |
2025-12-24 |
189 |
5 |
0 |
0 |
0 |
0 |
| Day 23 highlights the Redis plugin for caching, sharing keys, and coordinating workflow state.
🚀 Learn more: https://t… |
@kestra_io |
Company |
Original |
2025-12-23 |
152 |
3 |
0 |
1 |
0 |
0 |
| Day 22! Google Workspace automation. You can work with Gmail, Drive, Sheets, and Docs inside your workflows to streamli… |
@kestra_io |
Company |
Original |
2025-12-22 |
121 |
4 |
0 |
0 |
0 |
0 |
| Because we can't close this year without an AI plugin, the OpenAI plugin enables summarization, enrichment, reasoning, … |
@kestra_io |
Company |
Original |
2025-12-21 |
125 |
2 |
0 |
0 |
0 |
0 |
| Day 20 features the last Cloud provider of this series with the GCP plugins, making BigQuery, Cloud Run, GCS, IAM, and … |
@kestra_io |
Company |
Original |
2025-12-20 |
124 |
3 |
0 |
0 |
0 |
0 |
| On Day 19 we showcase AWS plugins, enabling automation across S3, EC2, Lambda, DynamoDB, Glue, and more.
🚀 Learn more:… |
@kestra_io |
Company |
Original |
2025-12-19 |
114 |
3 |
0 |
0 |
0 |
0 |
| Day 18, we are starting our cloud series. Azure plugins let you automate Blob Storage, VMs, identity, networking, and m… |
@kestra_io |
Company |
Original |
2025-12-18 |
120 |
5 |
0 |
0 |
0 |
0 |
| It's Today! 🚨
And we are almost fully booked!
Join us at 6pm GMT for a complete tour of Kestra Enterprise. This is yo… |
@kestra_io |
Company |
Original |
2025-12-18 |
245 |
3 |
0 |
0 |
0 |
0 |
| Day 17! Email becomes a trigger. React to new messages, batch inbox summaries, send automated digests, or build AI-powe… |
@kestra_io |
Company |
Original |
2025-12-17 |
81 |
5 |
0 |
0 |
0 |
0 |
| Day 16 features Chat integrations. Send notifications, alerts, and deployment messages directly to your team wherever t… |
@kestra_io |
Company |
Original |
2025-12-16 |
109 |
4 |
0 |
0 |
0 |
0 |
| This Thursday, we will be giving a complete tour of Kestra Enterprise. 🚀
Join us as we walk through exactly what Kestr… |
@kestra_io |
Company |
Original |
2025-12-15 |
200 |
6 |
2 |
0 |
0 |
0 |
| Day 15! Today, we spotlight the Stripe plugin. Trigger billing workflows, validate events, and automate finance operati… |
@kestra_io |
Company |
Original |
2025-12-15 |
101 |
4 |
0 |
0 |
0 |
0 |
| Day 14 into the cluster we go. The Kubernetes plugin manages jobs, pods, manifests, and cluster tasks from any workflow… |
@kestra_io |
Company |
Original |
2025-12-14 |
138 |
7 |
0 |
0 |
0 |
0 |
| On Day 13 we highlight the SSH plugin for secure remote execution of commands across servers and environments.
🚀 Try K… |
@kestra_io |
Company |
Original |
2025-12-13 |
108 |
3 |
0 |
0 |
0 |
0 |
| Beloved by Infra teams, here comes the Ansible by Red Hat plugin for the 12th day!
Run playbooks, automate configurati… |
@kestra_io |
Company |
Original |
2025-12-12 |
107 |
2 |
0 |
0 |
0 |
0 |
| On Day 11, we present the Terraform plugin, which enables infrastructure provisioning and validation directly in Kestra… |
@kestra_io |
Company |
Original |
2025-12-11 |
113 |
5 |
0 |
0 |
0 |
0 |
| Day 10 already! The S3 plugin integrates object storage into any workflow. Move files, store logs, sync artifacts, simp… |
@kestra_io |
Company |
Original |
2025-12-10 |
78 |
7 |
0 |
0 |
0 |
0 |
| Day 9 is all about events. The Kafka plugin powers event-driven workflows that consume, produce, and orchestrate in rea… |
@kestra_io |
Company |
Original |
2025-12-09 |
83 |
6 |
0 |
0 |
0 |
0 |
| On Day 8, we feature the HTTP plugin, your gateway to REST APIs. Perfect for SaaS integration, microservice orchestrati… |
@kestra_io |
Company |
Original |
2025-12-08 |
98 |
5 |
0 |
0 |
0 |
0 |
| Day 7 highlights the JDBC plugin, which orchestrates database queries across Postgres, MySQL, SQL Server and others, id… |
@kestra_io |
Company |
Original |
2025-12-07 |
105 |
5 |
0 |
0 |
0 |
0 |
| Day 6 and we’re in Git territory. Pull, clone, push, or manage branches directly from your workflows. A core building b… |
@kestra_io |
Company |
Original |
2025-12-06 |
122 |
5 |
0 |
0 |
0 |
0 |
| Day 5! Getting closer to the core of analytics. The @duckdb plugin lets you run fast local SQL queries inside workflow… |
@kestra_io |
Company |
Original |
2025-12-05 |
157 |
8 |
0 |
1 |
0 |
0 |
| Join us Thursday, Dec 18th, 5 PM (GMT) 📅
Live webinar on Kestra Enterprise Edition, hosted by our Lead Field Engineer.… |
@kestra_io |
Company |
Original |
2025-12-05 |
485 |
8 |
3 |
0 |
0 |
0 |
| Day 4 is a classic. The Shell plugin brings bash automation into your workflows: provisioning, smoke tests, CLI tasks, … |
@kestra_io |
Company |
Original |
2025-12-04 |
112 |
6 |
0 |
0 |
0 |
0 |
| Day 3 and we’re diving into Python. Run your Python code inside Kestra for data processing, utilities, ML helpers, or c… |
@kestra_io |
Company |
Original |
2025-12-03 |
116 |
4 |
1 |
0 |
0 |
0 |
| Day 2 of our Advent Calendar focuses on the @Google Gemini AI plugin. It adds intelligent reasoning, summarization, en… |
@kestra_io |
Company |
Original |
2025-12-02 |
146 |
3 |
0 |
0 |
0 |
1 |
| Day 1 of the Kestra Advent Calendar. Starting strong with the Core plugin. The engine behind every workflow. Tasks, tri… |
@kestra_io |
Company |
Original |
2025-12-01 |
109 |
5 |
1 |
0 |
0 |
0 |
| ELT or ETL?
ETL transforms before loading, so what lands is already clean and compliant. ELT loads raw first, then tra… |
@kestra_io |
Company |
Original |
2025-11-27 |
226 |
7 |
2 |
0 |
0 |
0 |
| The @dltHub team just published an Orchestrator Course track featuring Kestra.
Run a dlt pipeline locally in Kestra, a… |
@kestra_io |
Company |
Original |
2025-11-25 |
1,473 |
14 |
3 |
1 |
0 |
0 |
| SaaS is convenient, but control is non-negotiable. 🛡️
We built Kestra to run anywhere, Cloud, On-Prem, or Air-gapped, … |
@kestra_io |
Company |
Original |
2025-11-20 |
223 |
10 |
0 |
0 |
0 |
0 |
| With our Mail Trigger, you can automate workflows the moment an email arrives, react to alerts, batch summaries, turn c… |
@kestra_io |
Company |
Original |
2025-11-17 |
243 |
8 |
2 |
0 |
0 |
0 |
| Missed our AI webinar?
The replay is live on YouTube.
Check it out!
https://t.co/77UORG9e00 |
@kestra_io |
Company |
Original |
2025-11-14 |
280 |
8 |
0 |
0 |
0 |
0 |
| Kestra 1.1 brings major performance wins:
• Queries: 63s → 8ms (thanks @Xiaomi )
• Purge pipeline: 2.5× faster
• Smoot… |
@kestra_io |
Company |
Original |
2025-11-13 |
277 |
8 |
2 |
0 |
0 |
0 |
| Kestra v1.1 dropped this week, and it’s packed.
⚙️ More plugins
🧠 Smarter orchestration and automation
🎨 Refined Filte… |
@kestra_io |
Company |
Original |
2025-11-07 |
276 |
12 |
2 |
1 |
0 |
1 |
