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	<title>Pipelines &#8211; Noise</title>
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		<title>Announcing the Cloudflare Data Platform: ingest, store, and query your data directly on Cloudflare</title>
		<link>https://noise.getoto.net/2025/09/25/announcing-the-cloudflare-data-platform-ingest-store-and-query-your-data-directly-on-cloudflare/</link>
		
		<dc:creator><![CDATA[Micah Wylde]]></dc:creator>
		<pubDate>Thu, 25 Sep 2025 14:00:00 +0000</pubDate>
				<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[Data Catalog]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[Pipelines]]></category>
		<category><![CDATA[R2 Storage]]></category>
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					<description><![CDATA[The Cloudflare Data Platform, launching today, is a fully-managed suite of products for ingesting, transforming, storing, and querying analytical data, built on Apache Iceberg and R2 storage.]]></description>
		
		
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		<title>Just landed: streaming ingestion on Cloudflare with Arroyo and Pipelines</title>
		<link>https://noise.getoto.net/2025/04/10/just-landed-streaming-ingestion-on-cloudflare-with-arroyo-and-pipelines/</link>
		
		<dc:creator><![CDATA[Micah Wylde]]></dc:creator>
		<pubDate>Thu, 10 Apr 2025 14:00:00 +0000</pubDate>
				<category><![CDATA[Cloudflare Workers]]></category>
		<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[Developer Week]]></category>
		<category><![CDATA[Pipelines]]></category>
		<category><![CDATA[R2]]></category>
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					<description><![CDATA[We’ve just shipped our new streaming ingestion service, Pipelines — and we’ve acquired Arroyo, enabling us to bring new SQL-based, stateful transformations to Pipelines and R2.]]></description>
		
		
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		<item>
		<title>Accelerate Serverless Streamlit App Deployment with Terraform</title>
		<link>https://noise.getoto.net/2024/10/09/accelerate-serverless-streamlit-app-deployment-with-terraform/</link>
		
		<dc:creator><![CDATA[Kevon Mayers]]></dc:creator>
		<pubDate>Wed, 09 Oct 2024 05:07:23 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[automation]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[CI/CD]]></category>
		<category><![CDATA[Customer Solutions]]></category>
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		<category><![CDATA[devops]]></category>
		<category><![CDATA[Docker]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Infrastructure as Code]]></category>
		<category><![CDATA[Integration & Automation]]></category>
		<category><![CDATA[Pipelines]]></category>
		<category><![CDATA[Provisioning and orchestration]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Terraform]]></category>
		<category><![CDATA[Top Posts*]]></category>
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					<description><![CDATA[Graphic created by Kevon Mayers. Introduction As customers increasingly seek to harness the power of generative AI (GenAI) and machine learning to deliver cutting-edge applications, the need for a flexible, intuitive, and scalable development platform has never been greater. In this landscape, Streamlit has emerged as a standout tool, making it easy for developers to […]]]></description>
		
		
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		<title>Terraform CI/CD and testing on AWS with the new Terraform Test Framework</title>
		<link>https://noise.getoto.net/2024/04/03/terraform-ci-cd-and-testing-on-aws-with-the-new-terraform-test-framework/</link>
		
		<dc:creator><![CDATA[Kevon Mayers]]></dc:creator>
		<pubDate>Tue, 02 Apr 2024 23:45:18 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
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		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[CI/CD]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Developer Tools]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[DevSecOps]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Infrastructure as Code]]></category>
		<category><![CDATA[Integration & Automation]]></category>
		<category><![CDATA[Pipelines]]></category>
		<category><![CDATA[Provisioning and orchestration]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Terraform]]></category>
		<category><![CDATA[Test Automation]]></category>
		<category><![CDATA[testing]]></category>
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					<description><![CDATA[In this blog post, we will show you how to validate Terraform modules and how to automate the process using a Continuous Integration/Continuous Deployment (CI/CD) pipeline.]]></description>
		
		
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		<title>DevSecOps with Amazon CodeGuru Reviewer CLI and Bitbucket Pipelines</title>
		<link>https://noise.getoto.net/2023/04/28/devsecops-with-amazon-codeguru-reviewer-cli-and-bitbucket-pipelines/</link>
		
		<dc:creator><![CDATA[Bineesh Ravindran]]></dc:creator>
		<pubDate>Fri, 28 Apr 2023 15:25:37 +0000</pubDate>
				<category><![CDATA[AI/ML]]></category>
		<category><![CDATA[AIOps]]></category>
		<category><![CDATA[Amazon CodeGuru]]></category>
		<category><![CDATA[Amazon CodeGuru Reviewer]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[automation]]></category>
		<category><![CDATA[AWS CLI]]></category>
		<category><![CDATA[Bitbucket]]></category>
		<category><![CDATA[Code Review]]></category>
		<category><![CDATA[Developer Tools]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[Pipelines]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Uncategorized]]></category>
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					<description><![CDATA[DevSecOps refers to a set of best practices that integrate security controls into the continuous integration and delivery (CI/CD) workflow. One of the first controls is Static Application Security Testing (SAST). SAST tools run on every code change and search for potential security vulnerabilities before the code is executed for the first time. Catching security […]]]></description>
		
		
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		<title>Securing GitOps pipelines</title>
		<link>https://noise.getoto.net/2023/03/01/securing-gitops-pipelines/</link>
		
		<dc:creator><![CDATA[Grab Tech]]></dc:creator>
		<pubDate>Wed, 01 Mar 2023 02:23:05 +0000</pubDate>
				<category><![CDATA[Continuous Delivery]]></category>
		<category><![CDATA[Continuous Integration]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Optimisation]]></category>
		<category><![CDATA[Pipelines]]></category>
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					<description><![CDATA[Introduction

Grab’s real-time data platform team, Coban, has been managing infrastructure resources via Infrastructure-as-code (IaC). Through the IaC approach, Terraform is used to maintain infrastructure consistency, automation, and ease of deploymen...]]></description>
		
		
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		<title>Multi-branch pipeline management and infrastructure deployment using AWS CDK Pipelines</title>
		<link>https://noise.getoto.net/2022/12/22/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines/</link>
		
		<dc:creator><![CDATA[Iris Kraja]]></dc:creator>
		<pubDate>Thu, 22 Dec 2022 21:04:05 +0000</pubDate>
				<category><![CDATA[AWS CDK]]></category>
		<category><![CDATA[AWS CodeCommit]]></category>
		<category><![CDATA[AWS CodePipeline]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[CI/CD]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[Expert (400)]]></category>
		<category><![CDATA[Git]]></category>
		<category><![CDATA[Pipelines]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=d56c1ca7ef803114cb6652035e5504d4</guid>

					<description><![CDATA[This post describes how to use the AWS CDK Pipelines module to follow a Gitflow development model using AWS Cloud Development Kit (AWS CDK). Software development teams often follow a strict branching strategy during a solutions development lifecycle. Newly-created branches commonly need their own isolated copy of infrastructure resources to develop new features. CDK Pipelines […]]]></description>
		
		
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		<title>How we reduced our CI YAML files from 1800 lines to 50 lines</title>
		<link>https://noise.getoto.net/2022/04/19/how-we-reduced-our-ci-yaml-files-from-1800-lines-to-50-lines/</link>
		
		<dc:creator><![CDATA[Grab Tech]]></dc:creator>
		<pubDate>Tue, 19 Apr 2022 15:55:55 +0000</pubDate>
				<category><![CDATA[ci]]></category>
		<category><![CDATA[Continuous Delivery]]></category>
		<category><![CDATA[Continuous Integration]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[Optimisation]]></category>
		<category><![CDATA[Pipelines]]></category>
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					<description><![CDATA[This article illustrates how the Cauldron Machine Learning (ML) Platform team uses GitLab parent-child pipelines to dynamically generate GitLab CI files to solve several limitations of GitLab for large repositories, namely:


  Limitations to the numbe...]]></description>
		
		
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		<title>Processing ETL tasks with Ratchet</title>
		<link>https://noise.getoto.net/2021/07/19/processing-etl-tasks-with-ratchet/</link>
		
		<dc:creator><![CDATA[Grab Tech]]></dc:creator>
		<pubDate>Mon, 19 Jul 2021 03:21:10 +0000</pubDate>
				<category><![CDATA[data]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[etl]]></category>
		<category><![CDATA[Pipelines]]></category>
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					<description><![CDATA[Overview

At Grab, the Lending team is focused towards building products that help finance various segments of users, such as Passengers, Drivers, or Merchants, based on their needs. The team builds products that enable users to avail funds in a seamle...]]></description>
		
		
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		<item>
		<title>Build and Deploy Docker Images to AWS using EC2 Image Builder</title>
		<link>https://noise.getoto.net/2021/05/22/build-and-deploy-docker-images-to-aws-using-ec2-image-builder/</link>
		
		<dc:creator><![CDATA[Joseph Keating]]></dc:creator>
		<pubDate>Sat, 22 May 2021 01:11:42 +0000</pubDate>
				<category><![CDATA[Amazon ECR]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[Docker]]></category>
		<category><![CDATA[EC2]]></category>
		<category><![CDATA[Pipelines]]></category>
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					<description><![CDATA[The NFL, an AWS Professional Services partner, is collaborating with NFL’s Player Health and Safety team to build the Digital Athlete Program. The Digital Athlete Program is working to drive progress in the prevention, diagnosis, and treatment of injuries; enhance medical protocols; and further improve the way football is taught and played. The NFL, in […]]]></description>
		
		
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