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Blueprints

Retry a failing task up to 4 times (5 attempts total)

Learn how to configure automatic task retries in Kestra with a constant backoff, max attempts, and a max duration so transient failures self-heal without manual intervention.

More Core Blueprints

Reduce LLM API Costs with a Redis Semantic Cache for Repeated Questions

Cache LLM answers in Redis so repeated questions are served instantly and OpenAI is only called on a genuine cache miss.

AICore

Infrastructure Automation workflow example: Getting started with Kestra

Build a Docker image, run it, and provision files with Terraform in one declarative Kestra pipeline.

CoreInfrastructure

Advanced Scheduling Automation, Run Tasks Only on Business Days by Country

Run scheduled tasks only on business days using a Python calendar check that skips weekends and country-specific public holidays.

Core

Convert Natural Language Prompts to Structured Todoist Tasks with Deepseek AI

Turn plain-English to-do prompts into structured Todoist tasks using DeepSeek AI structured output and a ForEach HTTP loop.

AIBusinessCore

Purge KV Store

Automatically purge expired key-value entries from Kestra's internal KV store across namespaces on a daily schedule.

CoreInfrastructure

Run a Python script in a Kubernetes pod

Run a Python script inside a Kubernetes pod with declarative CPU and memory limits, straight from a Kestra flow.

CoreInfrastructure

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Use blueprints to kickstart your first workflows.

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