# serverless framework A framework identified as Serverless Framework, with concepts documentation and plugins. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Deploy MCP Servers on AWS Lambda with Serverless Framework v4 DevFeed: [Deploy MCP Servers on AWS Lambda with Serverless Framework v4]() Original publisher: [Read original article]() Author: Serverless Team Published: 2026-08-11T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [MCP](), [AWS Lambda](), [serverless framework](), [Streaming]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [mcp](), [news](), [pricing](), [serverless](), [serverless-architecture](), [serverless-framework](), [streaming](), [yaml]() ### AI overview A Serverless Framework v4.41.0 deployment workflow for MCP servers on AWS Lambda, using YAML and providing an HTTPS endpoint, response streaming, and pay-per-request pricing. ### Source excerpt Serverless Framework v4.41.0 deploys MCP servers to AWS Lambda in a few lines of YAML - a real HTTPS endpoint, response streaming, and pay-per-request pricing. ## AWS Lambda MicroVM Sandboxes with the Serverless Framework DevFeed: [AWS Lambda MicroVM Sandboxes with the Serverless Framework]() Original publisher: [Read original article]() Author: Serverless Team Published: 2026-07-21T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [AWS Lambda](), [serverless framework](), [Firecracker](), [Emulator]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [emulator](), [faas](), [firecracker](), [function-as-a-service](), [infrastructure-as-code](), [news](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview AWS Lambda MicroVMs run untrusted and agent-generated code in isolated Firecracker virtual machines. The Serverless Framework supports them as Sandboxes in serverless.yml, with deployment and a local MicroVM emulator for development and testing. ### Source excerpt AWS Lambda MicroVMs are a new compute primitive for running untrusted and agent-generated code in fully isolated Firecracker virtual machines. The Serverless Framework brings them into serverless.yml as Sandboxes, with one-command deploys and a full local MicroVMs emulator so you can build and test before you ship. ## Newsletter: Managed Instances, Durable Functions, Core Integrations DevFeed: [Newsletter: Managed Instances, Durable Functions, Core Integrations]() Original publisher: [Read original article]() Author: Serverless Team Published: 2026-01-20T00:00:00Z Content type: news Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Serverless](), [Amazon Web Services](), [Single sign-on (SSO)]() Tags: [2026](), [aws](), [aws-lambda](), [cloud-computing](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [integrations](), [lambda](), [news](), [serverless](), [serverless-architecture](), [serverless-framework](), [sso]() ### AI overview A Serverless Framework Q1 2026 newsletter covers Lambda managed instances, durable functions, native AppSync support, built-in pruning, AWS SSO login, and integrations moved from plugins into core. ### Source excerpt Serverless Framework's Q1 2026 newsletter covering Lambda managed instances, durable functions, native AppSync support, built-in pruning, AWS SSO login, and plugin-to-core integrations. ## AWS re:Invent serverless features available in Serverless Framework v4 DevFeed: [AWS re:Invent serverless features available in Serverless Framework v4]() Original publisher: [Read original article]() Author: Serverless Team Published: 2025-12-09T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [serverless framework](), [Amazon Web Services](), [Streaming](), [IAM](), [networking]() Tags: [apis](), [aws](), [aws-lambda](), [cloud-computing](), [faas](), [features](), [framework](), [function-as-a-service](), [iam](), [infrastructure-as-code](), [livestream](), [networking](), [news](), [serverless](), [serverless-architecture](), [serverless-framework](), [streaming](), [subscription]() ### AI overview Serverless Framework v4 already includes several AWS re:Invent serverless launches, including new runtimes, streaming APIs, tenant isolation, and expanded IAM and networking controls. The article also mentions a livestream deep-dive and a limited-time subscription offer. ### Source excerpt AWS re:Invent's biggest serverless launches are already live in Serverless Framework v4, with new runtimes, streaming APIs, tenant isolation, enriched IAM and networking controls, and more - all ready to use today, alongside a livestream deep-dive and a limited-time subscription offer. ## Newsletter: Improved Python Support, Merging Plugins into Core, and more DevFeed: [Newsletter: Improved Python Support, Merging Plugins into Core, and more]() Original publisher: [Read original article]() Author: Serverless Team Published: 2025-11-18T00:00:00Z Content type: news Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Python](), [configuration](), [IAM](), [OpenTelemetry]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [configuration](), [faas](), [function-as-a-service](), [how-to](), [iam](), [infrastructure-as-code](), [news](), [opentelemetry](), [plugins](), [python](), [serverless](), [serverless-architecture](), [serverless-framework](), [updates]() ### AI overview A Serverless Framework newsletter recaps built-in Python support, plugin consolidation into core, reliability improvements during upstream outages, IAM changes, and planned OpenTelemetry configuration and expanded variable resolution. It also mentions a limited-time discount and hiring for the Framework team. ### Source excerpt Serverless Framework is closing out the year with major updates--new Python support built in, improved reliability during upstream outages, key IAM changes, and upcoming features like OpenTelemetry configuration and expanded variable resolution--while also offering a limited-time 20% end-of-year discount and actively hiring for the Framework team. This post recaps what's new, what's coming next, and how to get involved. ## Axiom Integration for AWS Lambda Observability in Serverless Framework DevFeed: [Axiom Integration for AWS Lambda Observability in Serverless Framework]() Original publisher: [Read original article]() Author: Serverless Team Published: 2024-08-26T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [AWS Lambda](), [serverless framework](), [observability](), [Amazon Web Services](), [log management](), [Traces](), [Amazon CloudWatch Logs]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [logs](), [metrics](), [news](), [observability](), [serverless](), [serverless-architecture](), [serverless-framework](), [traces]() ### AI overview The article describes integrating Axiom with Serverless Framework to provide logs, metrics, and traces for AWS Lambda observability, with a claimed cost advantage over AWS CloudWatch. ### Source excerpt Optimize AWS Lambda observability with Axiom and Serverless Framework. Save on costs compared to AWS CloudWatch while enjoying seamless logs, metrics, and traces integration. Simple setup, advanced configuration, and non-disruptive transition for efficient serverless deployments. ## Serverless Framework Now Supports AWS SAM & Cloudformation DevFeed: [Serverless Framework Now Supports AWS SAM & Cloudformation]() Original publisher: [Read original article]() Author: Serverless Team Published: 2024-08-26T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [AWS CloudFormation](), [AWS Lambda](), [Amazon Web Services](), [Development]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [cloudformation](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [news](), [sam](), [serverless](), [serverless-architecture](), [serverless-framework](), [workflow]() ### AI overview Serverless Framework 4.2.3 adds support for AWS SAM and CloudFormation templates, enabling deployment of SAM and CloudFormation projects alongside Serverless Variables for AWS Lambda development. ### Source excerpt Serverless Framework 4.2.3 now supports AWS SAM and CloudFormation templates, simplifying AWS Lambda development. Deploy SAM/CF projects seamlessly, use Serverless Variables, and streamline your workflow. Perfect for organizations seeking to consolidate serverless tools and standardize development processes. ## Serverless Framework V4 Generally Available DevFeed: [Serverless Framework V4 Generally Available]() Original publisher: [Read original article]() Author: Serverless Team Published: 2024-06-13T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Development](), [TypeScript](), [Terraform](), [Logging](), [Security]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [development](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [logging](), [news](), [security](), [serverless](), [serverless-architecture](), [serverless-framework](), [terraform](), [typescript]() ### AI overview Serverless Framework V4 is generally available, adding native TypeScript support, a revamped Dev Mode, integrations with HashiCorp Terraform and Vault, and advanced AWS Lambda logging. ### Source excerpt Discover the power of Serverless Framework V.4! Native TypeScript support, revamped Dev Mode, and seamless integration with HashiCorp Terraform and Vault. Enjoy faster development, enhanced security, and powerful new features like advanced AWS Lambda logging. Get started now via GitHub or npm. ## Serverless Framework V4: A New Model DevFeed: [Serverless Framework V4: A New Model]() Original publisher: [Read original article]() Author: Serverless Team Published: 2023-10-26T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Framework]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [faas](), [fees](), [framework](), [function-as-a-service](), [infrastructure-as-code](), [news](), [revenue](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview Serverless Framework V4 will introduce revenue sharing for those extending the Framework and fees for organizations with more than $2 million in annual revenue. ### Source excerpt Serverless Framework V.4 will introduce revenue sharing w/ those extending the Framework & fees for orgs w/ $2M+ in annual revenue. ## Joot & Serverless: Machine Learning for Image Optimization on the Serverless Framework DevFeed: [Joot & Serverless: Machine Learning for Image Optimization on the Serverless Framework]() Original publisher: [Read original article]() Author: Richard Grant Published: 2022-05-04T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [Optimization](), [serverless framework](), [Development]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [customers](), [development](), [faas](), [framework](), [function-as-a-service](), [image](), [infrastructure-as-code](), [optimization](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview Joot, a social media image optimization tool, used Serverless to accelerate development and deploy its application quickly. ### Source excerpt Joot, a social media image optimization tool, needed to accelerate their development and deploy their application quickly. Serverless was an all-in-one solution for Joot. ## Handling AWS Lambda Python Dependencies DevFeed: [Handling AWS Lambda Python Dependencies]() Original publisher: [Read original article]() Author: Dorian Machado Published: 2022-04-21T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [Python](), [AWS Lambda](), [serverless framework](), [Framework]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [faas](), [function-as-a-service](), [how-to](), [infrastructure-as-code](), [python](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview A tutorial about handling Python dependencies when using AWS Lambda with the Serverless Framework. ### Source excerpt Ever wondered how to deal with Python dependencies when using the Serverless Framework? Dorian shows us how smple it can really be! ## Introducing multi-service deployments via Serverless Framework Compose DevFeed: [Introducing multi-service deployments via Serverless Framework Compose]() Original publisher: [Read original article]() Author: Matthieu Napoli Published: 2022-04-20T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Serverless]() Tags: [announce](), [aws](), [aws-lambda](), [cloud-computing](), [faas](), [feature](), [function-as-a-service](), [infrastructure-as-code](), [news](), [parallel](), [serverless](), [serverless-architecture](), [serverless-framework](), [services]() ### AI overview Serverless Framework Compose enables deploying multiple services with one command, either in parallel or in dependency order. ### Source excerpt We are excited to announce Serverless Framework Compose: a new feature enabling you to deploy multiple services in one command, in parallel, or ordered by dependencies! ## ShreyTheCray Interview: Serverless Framework & Cloud Explained DevFeed: [ShreyTheCray Interview: Serverless Framework & Cloud Explained]() Original publisher: [Read original article]() Author: Gareth McCumskey Published: 2022-03-31T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Cloud]() Tags: [aws](), [aws-lambda](), [cloud](), [cloud-computing](), [engineering](), [faas](), [framework](), [function-as-a-service](), [infrastructure-as-code](), [interview](), [interviews](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview An interview with Gareth McCumskey explaining the purpose, use cases, and process for getting started with the Serverless framework. ### Source excerpt ShreyTheCray interviews Gareth McCumskey as he walks through the purpose, use cases, and process of getting started with the Serverless framework ## Framework V3 & Joot: Python, Machine Learning, Serverless Framework DevFeed: [Framework V3 & Joot: Python, Machine Learning, Serverless Framework]() Original publisher: [Read original article]() Author: Richard Grant Published: 2022-01-31T00:00:00Z Content type: news Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Machine learning](), [Python]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [faas](), [framework](), [function-as-a-service](), [infrastructure-as-code](), [machine-learning](), [news](), [python](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview The article invites readers to join a monthly community call focused on Framework V3 and Joot, with topics including Python, machine learning, and the Serverless Framework. ### Source excerpt Come join our monthly community call! ## Serverless Framework V3 Is Live! DevFeed: [Serverless Framework V3 Is Live!]() Original publisher: [Read original article]() Author: Matthieu Napoli Published: 2022-01-27T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Command-line interface](), [Framework]() Tags: [aws](), [aws-lambda](), [cli](), [cloud-computing](), [dependencies](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [news](), [serverless](), [serverless-architecture](), [serverless-framework](), [upgrade]() ### AI overview Serverless Framework V3 introduces a redesigned CLI experience, stage parameters, cleaner dependencies, and an easier upgrade path from V2. ### Source excerpt Serverless Framework V3 is here with a redesigned CLI experience, stage parameters, cleaner dependencies, and an easier upgrade path from V2. ## Getting Started With Serverless Framework DevFeed: [Getting Started With Serverless Framework]() Original publisher: [Read original article]() Author: Gareth McCumskey Published: 2022-01-27T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Tutorial](), [Framework]() Tags: [3](), [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [faas](), [function-as-a-service](), [getting-started](), [how-to](), [infrastructure-as-code](), [serverless](), [serverless-architecture](), [serverless-framework](), [tutorial]() ### AI overview A tutorial on getting started with Serverless Framework 3 in a few minutes. ### Source excerpt Here's a tutorial on how to get started with Serverless Framework 3 in just a few minutes! ## Guest Post: Developing a Serverless Scheduler Using DynamoDB TTL and Filtered Streams DevFeed: [Guest Post: Developing a Serverless Scheduler Using DynamoDB TTL and Filtered Streams]() Original publisher: [Read original article]() Author: Frédéric Barthelet Published: 2021-12-21T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [Amazon Web Services](), [serverless framework](), [Streams](), [Amazon Simple Queue Service (SQS)]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [deep-dive](), [engineering](), [faas](), [function-as-a-service](), [guest-post](), [infrastructure-as-code](), [new-feature](), [serverless](), [serverless-architecture](), [serverless-framework](), [sqs](), [streams]() ### AI overview This guest post explains AWS Lambda event filtering and describes how Serverless Framework supports filtering for stream and SQS event types through the filterPatterns option. It presents a serverless scheduler example involving DynamoDB TTL and filtered streams. ### Source excerpt AWS announced Lambda event filtering during re:Invent 2021. This new feature helps reduce the quantity of Lambda's invocation to exactly match your requirements and possibly save on costs. We'll deep dive into a specific example in this article. We're happy to announce that Serverless Framework now supports event filtering for both `stream` and `sqs` event types via the new `filterPatterns` option ## December 2021 Community Call Recap DevFeed: [December 2021 Community Call Recap]() Original publisher: [Read original article]() Author: Steven Yi Published: 2021-12-14T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [serverless framework](), [Demo](), [Cloud]() Tags: [aws](), [aws-lambda](), [cloud](), [cloud-computing](), [community](), [console](), [faas](), [features](), [framework](), [function-as-a-service](), [infrastructure-as-code](), [news](), [recap](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview A recap of the December 2021 community call featuring a replay and demonstrations of recent Serverless Framework and Serverless Cloud features, plus a preview of Serverless Console. ### Source excerpt Watch the Replay of our December 2021 Community Call! See demos of the latest features in Serverless Framework, Serverless Cloud, and a sneak peek at the upcoming Serverless Console ## AWS re:Invent 2021 Updates for Serverless Framework, Dashboard, and Cloud DevFeed: [AWS re:Invent 2021 Updates for Serverless Framework, Dashboard, and Cloud]() Original publisher: [Read original article]() Author: Steven Yi Published: 2021-12-02T00:00:00Z Content type: news Language: en Sources: [Serverless Blog]() Topics: [Amazon Web Services](), [serverless framework](), [dashboards](), [Amazon Simple Queue Service (SQS)](), [AWS Lambda](), [Cloud]() Tags: [aws](), [aws-lambda](), [cloud](), [cloud-computing](), [error-handling](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [news](), [serverless](), [serverless-architecture](), [serverless-framework](), [sqs](), [updates]() ### AI overview The article covers AWS re:Invent 2021 updates from the Serverless team, including how Serverless Framework, Dashboard, and Cloud use AWS enhancements such as improved SQS batch error handling with AWS Lambda. ### Source excerpt A lot of news came out of AWS re:Invent 2021 - get updates from our team on how Serverless Framework, Dashboard, and Cloud are taking advantage of the latest AWS enhancements (like improved SQS batch error handling with AWS Lambda). ## Improved SQS batch error handling with AWS Lambda DevFeed: [Improved SQS batch error handling with AWS Lambda]() Original publisher: [Read original article]() Author: Matthieu Napoli Published: 2021-11-30T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [Amazon Simple Queue Service (SQS)](), [AWS Lambda](), [serverless framework]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [error-handling](), [faas](), [function-as-a-service](), [how-to](), [infrastructure-as-code](), [serverless](), [serverless-architecture](), [serverless-framework](), [sqs]() ### AI overview This tutorial explains how AWS Lambda's partial batch response feature improves error handling for Amazon SQS batch processing and shows how Serverless Framework supports it with a complete example. ### Source excerpt With the new "partial batch response", handling errors in SQS batch processing with Lambda can be much more robust. Serverless Framework supports that new feature today. Learn how to use that new feature with a complete example ## Announcing Serverless Framework v3 Beta DevFeed: [Announcing Serverless Framework v3 Beta]() Original publisher: [Read original article]() Author: Matthieu Napoli Published: 2021-11-16T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Command-line interface](), [Framework](), [Availability]() Tags: [3](), [announce](), [availability](), [aws](), [aws-lambda](), [cli](), [cloud-computing](), [faas](), [framework](), [function-as-a-service](), [infrastructure-as-code](), [news](), [release](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview Serverless Framework v3 beta is announced as available. The planned 3.0 release includes a cleaner, redesigned CLI experience focused on actionable information and was scheduled for Q1 2022. ### Source excerpt Today, we are very excited to announce the availability of Serverless Framework v3 beta! The 3.0 release, planned for Q1 2022, includes a cleaner and redesigned CLI experience that prioritizes actionable information. ## Join the November 18 2021 Community Call for the Latest Announcements DevFeed: [Join the November 18 2021 Community Call for the Latest Announcements]() Original publisher: [Read original article]() Author: Steven Yi Published: 2021-10-28T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Framework]() Tags: [announcements](), [aws](), [aws-lambda](), [cloud-computing](), [faas](), [framework](), [function-as-a-service](), [infrastructure-as-code](), [news](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview An announcement for the Serverless Community Call on November 18, 2021, at 10 AM PST, featuring Austen Collins and members of the Framework and Cloud teams. ### Source excerpt Come join us for our upcoming Serverless Community Call on November 18, 2021 at 10 AM PST, presented by Austen Collins, CEO and creator of the Serverless Framework, and other members of the Framework and Cloud team. ## Components - Improved Credential Handling & Faster Deployments DevFeed: [Components - Improved Credential Handling & Faster Deployments]() Original publisher: [Read original article]() Author: Austen Collins Published: 2021-02-18T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Serverless]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [components](), [faas](), [features](), [function-as-a-service](), [infrastructure-as-code](), [news](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview Serverless Framework Components introduces more secure credential handling and reports 80% faster deployments. ### Source excerpt Serverless Framework Components now features more secure credential handling and 80% faster deployments ## Serverless Framework V2 DevFeed: [Serverless Framework V2]() Original publisher: [Read original article]() Author: Austen Collins Published: 2020-09-21T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [serverless framework](), [Node.js]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [news](), [node-js](), [performance](), [security](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview Serverless Framework V2 drops support for older Node.js versions to improve security and performance. ### Source excerpt Dropping support for older Node.js versions, to improve security and performance [Next page]()