Standardize provisioning and Day 2 operations with less risk and operational overhead. Get full visibility and control across all infrastructure workflows.
Our goal is for Kestra to become the go-to solution across the organization whenever data wrangling and complex pipeline orchestration are needed.
Run IaC the same way every time. Kestra orchestrates the full lifecycle with shared parameters, secrets, retries, and evidence-grade logs across all environments.
Provision and evolve workloads anywhere. Kestra workflows drive K8s, vSphere, cloud, and network APIs with consistent sequencing, execution, and traceability.
Pause workflows for critical checks. Kestra offers reliable Business Decisions with audit trail and controlled executions.
Wrap your playbooks in a production-grade layer. Gain structured inputs, secret injection, parallel execution, and granular logging without changing a single line of code.
Automate your Playbooks with KestraEnable true self-service infrastructure. Kestra turns catalog requests into provisioned resources, automatically updates the CMDB, and closes the ticket with audit proof, delivering assets in minutes, not days.
Manage your full ticket lifecycleExplore how Kestra gives you full control over complex infrastructure workflows.
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Orchestrate maintenance. Execute Ansible playbooks or PowerShell scripts across thousands of nodes with built-in safety controls.
Enforce policies and rotate credentials. Turn manual security tasks into auditable, automated workflows.
Reduce MTTR with event-driven logic. Connect your observability stack directly to remediation workflows.
Wrap complex automation into interactive apps. Allow users to request resources or patching via simple forms, routing requests for human approval before execution.
MCP tool that lets an AI agent check whether a governed action was approved and executed, and re-sends the approval link when the first notification failed.
Compare MCP tool contracts with an accepted baseline, generate drift reports, and optionally alert Slack or fail on breaking changes.
Transcode each new S3 video upload into 720p and 1080p variants, gate the publish on ffprobe style QA, then ship the variants to the CDN origin bucket and purge the Cloudflare cache.
Periodically audit Meilisearch index stats, probe search query availability, evaluate hit thresholds, and dispatch Slack alerts.
Audits Memcached slab memory allocations and eviction rates to detect cache starvation and hot-slab memory bottlenecks.
Audits MetalLB bare-metal load balancer for BGP session flaps, speaker pod evictions, and route announcement stalls.
Audit Grafana Mimir ingester TSDB head compaction and WAL corruptions, triggering Slack alerts on metric errors.
Find a MinIO bucket with no default encryption, apply an SSE-S3 default behind an approval, then prove a new write comes back encrypted.
Detect a MinIO bucket with no lifecycle rule or one missing NoncurrentVersionExpiration, install a standard expiry policy behind an approval, then read it back and fail the run if it did not land.
Audits bucket replication between two MinIO deployments, spot-checks objects on the target, alerts once per change and offers a resync with approval.
Nightly job that lists a self-hosted MinIO bucket, filters objects older than a retention window in Python, and deletes only the expired ones.
Drain a MinIO landing zone into partitioned curated Parquet with DuckDB, skip already-ingested events, rebuild daily metrics for touched days and block batches that break the contract.
Measure the versions a versioned MinIO or S3 bucket is storing out of sight, then delete the aged noncurrent ones behind an approval, keeping a rollback window and never touching a current version.
List a MinIO bucket, flag objects that are oversized or outside an allowed prefix allowlist, alert Slack on breach, and optionally quarantine the offending objects.
Find MinIO buckets whose anonymous policy exposes their objects to the public internet, inventory what is exposed, then remove the policy behind an approval and prove the bucket is private again.
Audit ML training datasets for leaked credentials, API tokens, and covert prompt injection poisoning before fine-tuning.
Compare MLflow registered model versions with the production serving registry table, alert Slack on gaps, missing rows, and archived models, and publish a reconciliation verdict.
Render a model card from a registry promotion webhook, escalate missing fields to GitHub and Slack, then publish and verify the artifact.
Join a MongoDB child collection to its parent with $lookup, report the children whose reference resolves to nothing, delete the aged orphans behind an approval, then re-join to prove none is left.
Find the MongoDB documents that do not match their collection validator, backfill a missing required field behind an approval, then re-read the collection and fail the run if any repairable violator is left.
MCP tool that lets an AI agent check whether a governed action was approved and executed, and re-sends the approval link when the first notification failed.
Compare MCP tool contracts with an accepted baseline, generate drift reports, and optionally alert Slack or fail on breaking changes.
Transcode each new S3 video upload into 720p and 1080p variants, gate the publish on ffprobe style QA, then ship the variants to the CDN origin bucket and purge the Cloudflare cache.
Periodically audit Meilisearch index stats, probe search query availability, evaluate hit thresholds, and dispatch Slack alerts.
Audits Memcached slab memory allocations and eviction rates to detect cache starvation and hot-slab memory bottlenecks.
Audits MetalLB bare-metal load balancer for BGP session flaps, speaker pod evictions, and route announcement stalls.
ServiceNow
Ansible
AWS
Azure
GCP
Git
Go
VMware
ServiceNow
Ansible
AWS
Azure
GCP
Git
Go
VMware
Your Unified Infrastructure Control Plane. From Terraform to Python, manage every tool and script in a single, governed environment.
Run tasks safely inside air-gapped networks, VPCs, and private data centers, or in the cloud of your choice.
Automatically capture full run history, task logs, approvals, and evidence bundles for instant compliance.
Manage infrastructure directly from a self service catalog. Kestra provisions the server, syncs the records, and resolves the ticket request automatically.
Reuse your existing scripts, Terraform modules, Ansible roles, alongside VMware, NetApp or any other tool you already use.
Keep your scripts lightweight. Offload inputs, secrets, retries, and backoff logic to Kestra, so your code focuses purely on the business logic.
Manage cloud, IT, and OT automation from one platform. Execute tasks securely inside your VPCs or private networks.
Workflows live in your codebase, move through CI/CD pipelines, and can be instantly rolled back if a deployment fails.
Teams replace vRO, Rundeck, Cron, Jenkins, and manual scripts with Kestra