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Learn how you can create reproducible machine learning applications & samples using Cloud Pods in LocalStack.</p><header class=article-meta><div class="taxonomy taxonomy-terms-article taxo-tags"><h5 class=taxonomy-title>Tags:</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=/tags/cloud-pods/ data-taxonomy-term=cloud-pods><span class=taxonomy-label>Cloud Pods</span></a></li><li><a class=taxonomy-term href=/tags/machine-learning/ data-taxonomy-term=machine-learning><span class=taxonomy-label>Machine Learning</span></a></li><li><a class=taxonomy-term href=/tags/s3/ data-taxonomy-term=s3><span class=taxonomy-label>S3</span></a></li><li><a class=taxonomy-term href=/tags/lambda/ data-taxonomy-term=lambda><span class=taxonomy-label>Lambda</span></a></li><li><a class=taxonomy-term href=/tags/lambda-layers/ data-taxonomy-term=lambda-layers><span class=taxonomy-label>Lambda Layers</span></a></li><li><a class=taxonomy-term href=/tags/reproducible/ data-taxonomy-term=reproducible><span class=taxonomy-label>Reproducible</span></a></li></ul></div><p class=reading-time><i class="fa-solid fa-clock" aria-hidden=true></i> 10 minute read </p></header></article><article class="card article-teaser article-type-tutorials"><h3><a href=/tutorials/cloud-pods-collaborative-debugging/>How To: Collaborative AWS local development with LocalStack’s Cloud Pods</a></h3><nav class=td-breadcrumbs><ol class=breadcrumb><li class=breadcrumb-item><a href=/tutorials/>Tutorials</a></li><li class=breadcrumb-item>How To: Collaborative AWS local development with LocalStack’s Cloud Pods</li></ol></nav><p>Replicating development environments ensures that all developers, regardless of their local machine configurations or operating systems, work within an environment that closely mirrors production. This consistency helps identify and solve environment-specific issues early in the development cycle, reducing the “it works on my machine” problem where code behaves differently on different developers’ machines.</p><header class=article-meta><div class="taxonomy taxonomy-terms-article taxo-tags"><h5 class=taxonomy-title>Tags:</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=/tags/cloud-pods/ data-taxonomy-term=cloud-pods><span class=taxonomy-label>Cloud Pods</span></a></li><li><a class=taxonomy-term href=/tags/terraform/ data-taxonomy-term=terraform><span class=taxonomy-label>Terraform</span></a></li><li><a class=taxonomy-term href=/tags/api-gateway/ data-taxonomy-term=api-gateway><span class=taxonomy-label>API Gateway</span></a></li><li><a class=taxonomy-term href=/tags/lambda/ data-taxonomy-term=lambda><span class=taxonomy-label>Lambda</span></a></li><li><a class=taxonomy-term href=/tags/dynamodb/ data-taxonomy-term=dynamodb><span class=taxonomy-label>DynamoDB</span></a></li><li><a class=taxonomy-term href=/tags/iam/ data-taxonomy-term=iam><span class=taxonomy-label>IAM</span></a></li><li><a class=taxonomy-term href=/tags/cloudwatch/ data-taxonomy-term=cloudwatch><span class=taxonomy-label>CloudWatch</span></a></li></ul></div><p class=reading-time><i class="fa-solid fa-clock" aria-hidden=true></i> 9 minute read </p></header></article></div><a href=/tags/ class=all-taxonomy-terms>All Tags</a></main></div></main><footer class="footer-localstack d-print-none"><div class=container-fluid><div class=row><div class=col><div class=mb-3><a href=https://localstack.cloud><img class=footer-logo src=/images/logo.svg></a></div></div><div class=col><div class="text-end link-lists"><ul class="list-inline mb-0"><li class="list-inline-item mx-2 h3" data-bs-toggle=tooltip data-placement=top title=Twitter aria-label=Twitter><a target=_blank rel=noopener href=https://twitter.com/localstack aria-label=Twitter><i class="fab fa-twitter"></i></a></li><li class="list-inline-item mx-2 h3" data-bs-toggle=tooltip data-placement=top title=Discussion aria-label=Discussion><a target=_blank rel=noopener href=https://discuss.localstack.cloud/ aria-label=Discussion><i class="fa fa-comments"></i></a></li><li class="list-inline-item mx-2 h3" data-bs-toggle=tooltip data-placement=top title="Stack Overflow" aria-label="Stack Overflow"><a target=_blank rel=noopener href=https://stackoverflow.com/questions/tagged/localstack aria-label="Stack Overflow"><i class="fab fa-stack-overflow"></i></a></li></ul><ul class="list-inline mb-0"><li class="list-inline-item mx-2 h3" data-bs-toggle=tooltip data-placement=top title=GitHub aria-label=GitHub><a target=_blank rel=noopener href=https://github.com/localstack/ aria-label=GitHub><i class="fab fa-github"></i></a></li><li class="list-inline-item mx-2 h3" data-bs-toggle=tooltip data-placement=top title="Issue tracker" aria-label="Issue tracker"><a target=_blank rel=noopener href=https://github.com/localstack/localstack/issues aria-label="Issue tracker"><i class="fa fa-bug"></i></a></li><li class="list-inline-item mx-2 h3" data-bs-toggle=tooltip data-placement=top title=Slack aria-label=Slack><a target=_blank rel=noopener href=https://localstack.cloud/slack aria-label=Slack><i class="fab fa-slack"></i></a></li></ul></div></div></div><div class=row><div class=col><hr><div class=row><div class=col><small>Copyright © 2024 LocalStack All Rights Reserved</small></div><div class="col text-end"><small class=ms-1><a href=https://localstack.cloud/privacy-policy/ target=_blank rel=noopener>Privacy Policy</a></small></div></div></div></div></div></footer></div><script src=/js/main.min.1b64887c572e23a206e20c997f04baa7fda8d02b725cfd4a4f71f036f2391251.js integrity="sha256-G2SIfFcuI6IG4gyZfwS6p/2o0CtyXP1KT3HwNvI5ElE=" crossorigin=anonymous></script><script src=https://cdn.jsdelivr.net/npm/@docsearch/[email protected] integrity="sha512-FtDaTWf3IS29TLuYzTPlytjGqcXkwrzG9ivq7xXElnOZeiYTbcIy/hwXAgrrRNnI0+PfN+WFz4/+4phhJmuS8Q==" crossorigin=anonymous></script><script type=text/javascript>const containers=["#docsearch-0","#docsearch-1"];for(let e of containers)docsearch({container:e,appId:"XBW1JU7CW5",apiKey:"6b0341e2f50196d328d088dbb5cd6166",indexName:"localstack"})</script><script src=/js/tabpane-persist.js></script><script src=/js/global-script.js></script></body></html> |
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