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	<title>startup &#8211; Noise</title>
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		<title>A scalable, elastic database and search solution for 1B+ vectors built on LanceDB and Amazon S3</title>
		<link>https://noise.getoto.net/2025/09/22/a-scalable-elastic-database-and-search-solution-for-1b-vectors-built-on-lancedb-and-amazon-s3/</link>
		
		<dc:creator><![CDATA[Audra Devoto]]></dc:creator>
		<pubDate>Mon, 22 Sep 2025 17:15:44 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[AWS Batch]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Innovation and Reinvention]]></category>
		<category><![CDATA[Life Sciences]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[startup]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[In this post, we explore how Metagenomi built a scalable database and search solution for over 1 billion protein vectors using LanceDB and Amazon S3. The solution enables rapid enzyme discovery by transforming proteins into vector embeddings and implementing a serverless architecture that combines AWS Lambda, AWS Step Functions, and Amazon S3 for efficient nearest neighbor searches.]]></description>
		
		
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		<title>AWS Weekly Roundup: Strands Agents 1M+ downloads, Cloud Club Captain, AI Agent Hackathon, and more (September 15, 2025)</title>
		<link>https://noise.getoto.net/2025/09/15/aws-weekly-roundup-strands-agents-1m-downloads-cloud-club-captain-ai-agent-hackathon-and-more-september-15-2025/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Mon, 15 Sep 2025 16:45:14 +0000</pubDate>
				<category><![CDATA[Amazon CloudFront]]></category>
		<category><![CDATA[Amazon EC2 Mac instances]]></category>
		<category><![CDATA[AWS Cloud Development Kit]]></category>
		<category><![CDATA[AWS CloudTrail]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Trainium]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[startup]]></category>
		<category><![CDATA[Week in Review]]></category>
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					<description><![CDATA[Last week, Strands Agents, AWS open source for agentic AI SDK just hit 1 million downloads and earned 3,000+ GitHub Stars less than 4 months since launching as a preview in May 2025. With Strands Agents, you can build production-ready, multi-agent AI systems in a few lines of code. We’ve continuously improved features including support […]]]></description>
		
		
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		<title>How SikSin improved customer engagement with AWS Data Lab and Amazon Personalize</title>
		<link>https://noise.getoto.net/2023/01/25/how-siksin-improved-customer-engagement-with-aws-data-lab-and-amazon-personalize/</link>
		
		<dc:creator><![CDATA[Byungjun Choi]]></dc:creator>
		<pubDate>Wed, 25 Jan 2023 16:23:30 +0000</pubDate>
				<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Personalize]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Data Lab]]></category>
		<category><![CDATA[AWS Glue]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[startup]]></category>
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					<description><![CDATA[This post is co-written with Byungjun Choi and Sangha Yang from SikSin. SikSin is a technology platform connecting customers with restaurant partners serving their multiple needs. Customers use the SikSin platform to search and discover restaurants, read and write reviews, and view photos. From the restaurateurs’ perspective, SikSin enables restaurant partners to engage and acquire […]]]></description>
		
		
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		<title>AWS Week in Review – October 17, 2022</title>
		<link>https://noise.getoto.net/2022/10/17/aws-week-in-review-october-17-2022/</link>
		
		<dc:creator><![CDATA[Steve Roberts]]></dc:creator>
		<pubDate>Mon, 17 Oct 2022 17:34:56 +0000</pubDate>
				<category><![CDATA[.net]]></category>
		<category><![CDATA[Amazon QuickSight]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Activate]]></category>
		<category><![CDATA[AWS Directory Service]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[startup]]></category>
		<category><![CDATA[Week in Review]]></category>
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					<description><![CDATA[This post is part of our Week in Review series. Check back each week for a quick roundup of interesting news and announcements from AWS! Monday means it’s time for another Week in Review post, so, without further ado, let’s dive right in! Last Week’s Launches Here’s some launch announcements from last week you may […]]]></description>
		
		
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		<title>How Epos Now modernized their data platform by building an end-to-end data lake with the AWS Data Lab</title>
		<link>https://noise.getoto.net/2022/08/01/how-epos-now-modernized-their-data-platform-by-building-an-end-to-end-data-lake-with-the-aws-data-lab/</link>
		
		<dc:creator><![CDATA[Debadatta Mohapatra]]></dc:creator>
		<pubDate>Mon, 01 Aug 2022 17:45:59 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Amazon Managed Streaming for Apache Kafka (Amazon MSK)]]></category>
		<category><![CDATA[Amazon Redshift]]></category>
		<category><![CDATA[AWS Glue]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Data Lake]]></category>
		<category><![CDATA[data platform]]></category>
		<category><![CDATA[Financial Services]]></category>
		<category><![CDATA[FinTech]]></category>
		<category><![CDATA[PostgreSQL compatible]]></category>
		<category><![CDATA[startup]]></category>
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					<description><![CDATA[Epos Now provides point of sale and payment solutions to over 40,000 hospitality and retailers across 71 countries. Their mission is to help businesses of all sizes reach their full potential through the power of cloud technology, with solutions that are affordable, efficient, and accessible. Their solutions allow businesses to leverage actionable insights, manage their […]]]></description>
		
		
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		<title>Essential security for everyone: Building a secure AWS foundation</title>
		<link>https://noise.getoto.net/2021/03/02/essential-security-for-everyone-building-a-secure-aws-foundation/</link>
		
		<dc:creator><![CDATA[Byron Pogson]]></dc:creator>
		<pubDate>Tue, 02 Mar 2021 17:33:18 +0000</pubDate>
				<category><![CDATA[Best practices]]></category>
		<category><![CDATA[Foundational (100)]]></category>
		<category><![CDATA[Security Blog]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<category><![CDATA[startup]]></category>
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					<description><![CDATA[In this post, I will show you how teams of all sizes can gain access to world-class security in the cloud without a dedicated security person in your organization. I look at how small teams can build securely on Amazon Web Services (AWS) in a way that’s cost effective and time efficient. I show you […]]]></description>
		
		
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