# Serverless Blog Articles about serverless architecture, AWS Lambda, and cloud computing. 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. ## AWS Bedrock AgentCore, S3 File Mounts, Python & Install Improvements DevFeed: [AWS Bedrock AgentCore, S3 File Mounts, Python & Install Improvements]() Original publisher: [Read original article]() Author: Serverless Team Published: 2026-05-27T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [Amazon Bedrock](), [Amazon S3](), [Python](), [Framework](), [Serverless](), [Security]() Tags: [aws](), [aws-lambda](), [bedrock](), [bug](), [bug-fixes](), [cloud-computing](), [faas](), [framework](), [function-as-a-service](), [improvements](), [infrastructure-as-code](), [install](), [news](), [python](), [s3](), [security](), [serverless](), [serverless-architecture](), [serverless-framework](), [update]() ### AI overview Serverless Framework's May 2026 update covers built-in AWS Bedrock AgentCore support, S3 file system mounts for Lambda, faster Framework installs, Python improvements, bug fixes, and security updates. ### Source excerpt Serverless Framework's May 2026 update covering built-in AWS Bedrock AgentCore support, S3 file system mounts for Lambda, faster Framework installs, Python improvements, bug fixes, and security updates. ## 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. ## Self-Hosting AI Agents on AWS with Serverless Container Framework v2 DevFeed: [Self-Hosting AI Agents on AWS with Serverless Container Framework v2]() Original publisher: [Read original article]() Author: Serverless Team Published: 2025-06-05T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [Amazon Web Services](), [Serverless](), [Self-hosted](), [Framework]() Tags: [agents](), [ai](), [ai-agents](), [apis](), [aws](), [aws-lambda](), [build](), [cloud-computing](), [container](), [engineering](), [events](), [faas](), [framework](), [function-as-a-service](), [infrastructure](), [infrastructure-as-code](), [news](), [self-hosting](), [serverless](), [serverless-architecture](), [serverless-framework](), [slack]() ### AI overview Serverless Container Framework v2 is presented as a way to deploy AI agents on self-managed AWS infrastructure, with integrations for APIs, events, and Slack. ### Source excerpt Serverless Container Framework v2 (SCF v2) makes it easy to deploy powerful AI agents on your own AWS infrastructure--integrating seamlessly with APIs, events, and Slack. Skip the PaaS limitations and build agents that actually fit your stack. ## Introducing the Serverless MCP DevFeed: [Introducing the Serverless MCP]() Original publisher: [Read original article]() Author: Serverless Team Published: 2025-04-17T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [MCP](), [ide](), [Amazon API Gateway](), [AWS Lambda](), [debugging](), [Amazon Web Services](), [Monitoring]() Tags: [api-gateway](), [applications](), [aws](), [aws-lambda](), [cloud-computing](), [debugging](), [faas](), [function-as-a-service](), [ide](), [infrastructure-as-code](), [mcp](), [monitoring](), [news](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview The Serverless MCP is presented as a debugging tool that brings AWS Lambda, DynamoDB, and API Gateway state and logs into an IDE. It supports troubleshooting serverless applications with AI-assisted diagnostics and resource monitoring. ### Source excerpt The Serverless MCP is a powerful debugging tool that brings AWS Lambda, DynamoDB, and API Gateway state and logs directly into your IDE. Eliminate AWS console visits while troubleshooting serverless applications with AI-assisted diagnostics and resource monitoring. ## Introducing Serverless Container Framework DevFeed: [Introducing Serverless Container Framework]() Original publisher: [Read original article]() Author: Serverless Team Published: 2025-02-04T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [AWS Fargate](), [AWS Lambda](), [Containers](), [Deployment](), [Framework](), [Development]() Tags: [aws](), [aws-fargate](), [aws-lambda](), [cloud-computing](), [container](), [containers](), [deployment](), [development](), [faas](), [framework](), [function-as-a-service](), [infrastructure-as-code](), [news](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview Serverless introduces a Container Framework for deploying containers to AWS Lambda and AWS Fargate without rearchitecting. ### Source excerpt A rich development and deployment experience for deploying containers to AWS Lambda and AWS Fargate, without rearchitecting. Serverless Container Framework gives you total flexibility. ## Introducing The AWS AI Stack DevFeed: [Introducing The AWS AI Stack]() Original publisher: [Read original article]() Author: Serverless Team Published: 2024-09-11T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [Artificial Intelligence](), [Amazon Web Services](), [Amazon Bedrock](), [Large Language Model](), [AWS Lambda](), [Boilerplate](), [Claude](), [React](), [Serverless](), [Back end](), [Front end](), [llama3]() Tags: [ai](), [aws](), [aws-lambda](), [back-end](), [bedrock](), [ci-cd](), [claude](), [cloud-computing](), [faas](), [front-end](), [function-as-a-service](), [infrastructure-as-code](), [llama3](), [llms](), [news](), [react](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview The AWS AI Stack is introduced as a full-stack, serverless boilerplate for building AI applications on AWS. It uses Bedrock LLMs including Claude 3.5 Sonnet and Llama3.1, with a React front end, AWS Lambda back end, and built-in CI/CD. ### Source excerpt Full-stack, serverless, boilerplate for AI applications on AWS, featuring Bedrock LLMs like Claude 3.5 Sonnet and Llama3.1, a React front-end, AWS Lambda back-end, built-in CI/CD and more. ## 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. ## Serverless Cloud spins off as Ampt DevFeed: [Serverless Cloud spins off as Ampt]() Original publisher: [Read original article]() Author: Austen Collins Published: 2022-11-15T00:00:00Z Content type: news Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [observability]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [news](), [observability](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview Serverless Cloud has spun off as Ampt, while Serverless Inc. remains committed to observability. ### Source excerpt Serverless Cloud spins off as Ampt while Serverless Inc. stays committed to the observability mission. ## Introducing Serverless Console V2 DevFeed: [Introducing Serverless Console V2]() Original publisher: [Read original article]() Author: Austen Collins Published: 2022-11-10T00:00:00Z Content type: release Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [AWS Lambda](), [telemetry](), [observability](), [Traces](), [real-time]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [dev](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [news](), [observability](), [real-time](), [serverless](), [serverless-architecture](), [serverless-framework](), [telemetry]() ### AI overview Serverless Console V2 adds real-time spans, requests, and responses in Dev Mode, along with enhanced AWS Lambda observability powered by the Telemetry API. ### Source excerpt Serverless Console V2 brings real-time spans, requests and responses in Dev Mode, plus enhanced AWS Lambda observability powered by the Telemetry API. ## 2022 Serverless Community Survey DevFeed: [2022 Serverless Community Survey]() Original publisher: [Read original article]() Author: Matthieu Napoli Published: 2022-08-23T14:56:43Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [Serverless]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [insights](), [serverless](), [serverless-architecture](), [serverless-framework](), [survey]() ### AI overview The article presents results from the 2022 Serverless Community Survey and explores how teams across the industry use serverless. ### Source excerpt Results of the 2022 Serverless Community Survey to explore how serverless is used by teams all over the industry. ## How to send transactional emails with Sendinblue and Serverless Cloud DevFeed: [How to send transactional emails with Sendinblue and Serverless Cloud]() Original publisher: [Read original article]() Author: Emrah Samdan Published: 2022-07-26T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [Cloud]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [faas](), [function-as-a-service](), [how-to](), [infrastructure-as-code](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview A tutorial explaining how to set up a welcome email flow using Serverless Cloud and Sendinblue. ### Source excerpt This blog post explains how to setup a welcome email flow using Serverless Cloud and Sendinblue. ## May 17th Community Call - Webinar Recap DevFeed: [May 17th Community Call - Webinar Recap]() Original publisher: [Read original article]() Author: Richard Grant Published: 2022-06-22T00:00:00Z Content type: news Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [App]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [news](), [recap](), [serverless](), [serverless-architecture](), [serverless-framework](), [webinar]() ### AI overview A recap of the May 17th community call is available on demand. The session covered how to structure a Serverless Application and included a serverless story from Purple Technology. ### Source excerpt The on-demand recap of our May 17th community call is now available to stream. We covered how to structure a Serverless Application and we were joined by Purple Technology who shared their serverless story. ## 7 Reasons Why Serverless Encourages Useful Engineering Practices DevFeed: [7 Reasons Why Serverless Encourages Useful Engineering Practices]() Original publisher: [Read original article]() Author: Anna Geller Published: 2022-06-02T00:00:00Z Content type: article Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [engineering-culture]() Tags: [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview The article presents seven ways serverless development can encourage useful engineering practices. ### Source excerpt Serverless isn't just great for building stuff fast. It can also help point you in a direction that promotes some useful engineering practices. Anna shares with us 7 ways this happens! ## Deploying PyTorch Model as a Serverless Service DevFeed: [Deploying PyTorch Model as a Serverless Service]() Original publisher: [Read original article]() Author: Anand Menon Published: 2022-05-19T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [PyTorch]() Tags: [ai](), [ai-models](), [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [faas](), [function-as-a-service](), [infrastructure-as-code](), [pytorch](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview The article discusses deploying a PyTorch model as a serverless service so it can be made available to users. ### Source excerpt AI and Serverless work really well together. But not just for AI models. Serverless can also help you in deploying your models to make them available to your users. ## How to Use Upstash with Serverless Cloud DevFeed: [How to Use Upstash with Serverless Cloud]() Original publisher: [Read original article]() Author: Eslam Hefnawy Published: 2022-05-18T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [Serverless](), [Cloud](), [App]() Tags: [app](), [app-performance](), [aws](), [aws-lambda](), [cloud](), [cloud-computing](), [engineering](), [faas](), [function-as-a-service](), [how-to](), [infrastructure-as-code](), [performance](), [serverless](), [serverless-architecture](), [serverless-framework](), [with]() ### AI overview A walkthrough of using Serverless Cloud and Upstash together to offer users improved app performance. ### Source excerpt This is a walkthrough on how easy it is to use both Serverless Cloud and Upstash together to easily and quickly offer your users the app performance they deserve. ## A Guide to Serverless Architecture DevFeed: [A Guide to Serverless Architecture]() Original publisher: [Read original article]() Author: Gareth McCumskey Published: 2022-05-17T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [serverless architecture](), [Serverless]() Tags: [3](), [architecture](), [article](), [aws](), [aws-lambda](), [cloud-computing](), [engineering](), [examples](), [faas](), [function-as-a-service](), [guide](), [infrastructure-as-code](), [learn](), [serverless](), [serverless-architecture](), [serverless-framework]() ### AI overview A guide explaining serverless architecture, three benefits of using it, and examples of how it is used. ### Source excerpt In this article learn what serverless architecture is, 3 benefits to using it, and see examples of how it's being used. ## Week of Java: Part 5 - Testing Your Code DevFeed: [Week of Java: Part 5 - Testing Your Code]() Original publisher: [Read original article]() Author: Juan Sebastián Urrego Escobar Published: 2022-05-13T00:00:00Z Content type: tutorial Language: en Sources: [Serverless Blog]() Topics: [Testing](), [Serverless](), [Code](), [Java]() Tags: [automated](), [aws](), [aws-lambda](), [cloud-computing](), [code](), [engineering](), [faas](), [function-as-a-service](), [how-to](), [infrastructure-as-code](), [java](), [series](), [serverless](), [serverless-architecture](), [serverless-framework](), [testing]() ### AI overview The fifth and final part of a Java series examines automated testing for Serverless applications. ### Source excerpt To wrap up the 5 part series, lets look more deeply into how to do automated testing of your Serverless application [Next page]()