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Blueprints

Run a Python script in a Kubernetes pod

Run Python scripts in a Kubernetes pod with declarative CPU and memory limits using Kestra, with automatic file exchange and retries.

More Core Blueprints

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

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

Business Automation workflow example: Getting started with Kestra

Build a SQLite table, query it, and export the results to CSV and Excel for business stakeholders.

BusinessCore

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

Route AI Requests to the Optimal Model Based on Query Classification

Classify every prompt with OpenAI, then route it to the best-fit LLM across Anthropic, Gemini, Perplexity, and OpenAI for quality and cost.

AICore

High-Performance Computing, Run Parallel Python Workloads on AWS Batch with ECS Fargate

Provision AWS Batch on ECS Fargate with Terraform, then run parallel Python workloads on it from one Kestra flow.

CloudCoreInfrastructure

More Infrastructure Blueprints

Run an Ansible Playbook from a Git Repository

Clone your infrastructure repo and run its Ansible playbook in a shared working directory, driven by a runtime machine inventory.

Infrastructure

Event-Driven Argo CD Sync on CI Completion

A CI-completion webhook triggers an Argo CD sync, verifies application health, and reports the result to Slack.

Infrastructure

Automatically Review GitHub Pull Requests with OpenAI GPT-4o and Post Comments

Webhook-triggered AI code review that fetches a GitHub PR diff, scores it with OpenAI GPT-4o against your guidelines, and posts the verdict back as a comment.

AIInfrastructure

Render Kestra-Templated Ansible Playbooks Before Execution

Download templated Ansible files, render Kestra expressions inside them at runtime, and execute the rendered playbook in a container.

Infrastructure

Ansible 101, How to Orchestrate and Run a Simple Ansible Playbook

Run your first Ansible playbook from Kestra, no remote hosts or cloud setup required.

Infrastructure

Security & Compliance, Detect and Alert on Infrastructure Configuration Drift with Ansible

Run an Ansible playbook nightly and alert Slack only when configuration drift is corrected on a host.

Infrastructure

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