Build a virtual assistant with real-time LLMs

paulabartabajo.substack.com/p/lets-build-a-virtual-assistant-real/comments

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

arxiv.org/abs/2309.16797

Papers with Code - Humanoid Agents: Platform for Simulating Human-like Generative Agents

paperswithcode.com/paper/humanoid-agents-platform-for-simulating-human

(211) The "CODE" system for note-taking - Scott Young and Tiago Forte - YouTube

www.youtube.com/watch?v=n7XBr1gQWn8

What is AWS Application Composer? - AWS Application Composer

docs.aws.amazon.com/application-composer/latest/dg/what-is-composer.html

radapp.io/

The Microsoft Azure Incubations Team launches Radius, a new open application platform for the cloud | Azure Blog | Microsoft Azure

azure.microsoft.com/en-us/blog/the-microsoft-azure-incubations-team-launches-radius-a-new-open-application-platform-for-the-cloud/

Moesif Recognized as a Sample Vendor for both API Observability and API Monitoring in 2023 Gartner® Hype Cycle™

www.businesswire.com/news/home/20230817718819/en/Moesif-Recognized-as-a-Sample-Vendor-for-both-API-Observability-and-API-Monitoring-in-2023-Gartner%C2%AE-Hype-Cycle%E2%84%A2

LLM App Ecosystem: What's New and How Cloud Native Is Adapting

thenewstack.io/llm-app-ecosystem-whats-new-and-how-cloud-native-is-adapting/

LangStream: an Event-Driven Developer Platform for LLM Apps

thenewstack.io/langstream-an-event-driven-developer-platform-for-llm-apps/

When AI Fails: How to Make the Most of Artificial Intelligence Gone Wrong

www.techopedia.com/when-ai-fails-how-to-make-the-most-of-artificial-intelligence-gone-wrong

The One Practice That Is Separating The AI Successes From The Failures

www.forbes.com/sites/cognitiveworld/2022/08/14/the-one-practice-that-is-separating-the-ai-successes-from-the-failures/?sh=6307b40917cb

Modular Docs - mojo

docs.modular.com/mojo/cli/

Modular Docs - Mojo modules and packages

docs.modular.com/mojo/manual/get-started/packages.html

Modular Docs - Mojo language basics

docs.modular.com/mojo/manual/basics/

Jamsocket Docs

docs.jamsocket.com/

Leverage L2 constructs to reduce the complexity of your AWS CDK application | Amazon Web Services

aws.amazon.com/blogs/devops/leverage-l2-constructs-to-reduce-the-complexity-of-your-aws-cdk-application/

Building fine-grained authorization using Amazon Cognito, API Gateway, and IAM | Amazon Web Services

aws.amazon.com/blogs/security/building-fine-grained-authorization-using-amazon-cognito-api-gateway-and-iam/

Simplify fine-grained authorization with Amazon Verified Permissions and Amazon Cognito | Amazon Web Services

aws.amazon.com/blogs/security/simplify-fine-grained-authorization-with-amazon-verified-permissions-and-amazon-cognito/

Use Amazon Cognito to add claims to an identity token for fine-grained authorization | Amazon Web Services

aws.amazon.com/blogs/security/use-amazon-cognito-to-add-claims-to-an-identity-token-for-fine-grained-authorization/

Reduce Python Code Complexity With This Simple Trick

www.ranthebuilder.cloud/post/reduce-your-python-code-complexity-with-this-simple-trick

AWS Lambda Smart Feature Flags - Now with Time Based Conditions

www.ranthebuilder.cloud/post/aws-lambda-smart-feature-flags-now-with-time-based-conditions

Serverless API Idempotency with AWS Lambda Powertools and CDK

www.ranthebuilder.cloud/post/serverless-api-idempotency-with-aws-lambda-powertools-and-cdk

Best practices for developing and deploying cloud infrastructure with the AWS CDK - AWS Cloud Development Kit (AWS CDK) v2

docs.aws.amazon.com/cdk/v2/guide/best-practices.html

Recommended AWS CDK project structure for Python applications | Amazon Web Services

aws.amazon.com/blogs/developer/recommended-aws-cdk-project-structure-for-python-applications/

How CyberArk Built a Tenant Management Service for its SaaS Offering | Amazon Web Services

aws.amazon.com/blogs/apn/how-cyberark-built-tenant-management-service-for-its-saas-offering/

Build AWS Lambda Layers with AWS CDK

www.ranthebuilder.cloud/post/build-aws-lambda-layers-with-aws-cdk

Applying Dynamically Generated Isolation Policies in SaaS Environments | Amazon Web Services

aws.amazon.com/blogs/apn/applying-dynamically-generated-isolation-policies-in-saas-environments/

Isolating SaaS Tenants with Dynamically Generated IAM Policies | Amazon Web Services

aws.amazon.com/blogs/apn/isolating-saas-tenants-with-dynamically-generated-iam-policies/

Managing SaaS Users with Amazon Cognito | Amazon Web Services

aws.amazon.com/blogs/apn/managing-saas-users-with-amazon-cognito/

Building a Multi-Tenant Serverless SaaS Solution

catalog.us-east-1.prod.workshops.aws/workshops/b0c6ad36-0a4b-45d8-856b-8a64f0ac76bb/en-US/lab6

Should we test AWS CDK code?

victorsmirnov.blog/should-we-test-aws-cdk-code/

Metering, metrics, and billing - SaaS Architecture Fundamentals

docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/metering-metrics-and-billing.html

Data partitioning - SaaS Architecture Fundamentals

docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/data-partitioning.html

Tenant isolation - SaaS Architecture Fundamentals

docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/tenant-isolation.html

SaaS migration - SaaS Architecture Fundamentals

docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/saas-migration.html

SaaS vs. Managed Service Provider (MSP) - SaaS Architecture Fundamentals

docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/saas-vs.-managed-service-provider-msp.html

Adopt a test-driven development approach - AWS Prescriptive Guidance

docs.aws.amazon.com/prescriptive-guidance/latest/best-practices-cdk-typescript-iac/development-best-practices.html

Chapter 9: Performance Optimization for Real-Time Inference

learning.oreilly.com/library/view/applied-machine-learning/9781803237015/B18493_09.xhtml

Building Real Time AI with AWS Fargate | Amazon Web Services

aws.amazon.com/blogs/architecture/building-real-time-ai-with-aws-fargate/

Semantic and Vector Search with OpenSearch

catalog.workshops.aws/semantic-search/en-US/module-7-retrieval-augmented-generation

Amazon OpenSearch Service’s vector database capabilities explained | Amazon Web Services

aws.amazon.com/blogs/big-data/amazon-opensearch-services-vector-database-capabilities-explained/

The role of vector datastores in generative AI applications | Amazon Web Services

aws.amazon.com/blogs/database/the-role-of-vector-datastores-in-generative-ai-applications/

Use Docker containers to build models - Amazon SageMaker

docs.aws.amazon.com/sagemaker/latest/dg/docker-containers.html

Best practices for deploying models on SageMaker Hosting Services - Amazon SageMaker

docs.aws.amazon.com/sagemaker/latest/dg/deployment-best-practices.html

How to scale machine learning inference for multi-tenant SaaS use cases | Amazon Web Services

aws.amazon.com/blogs/machine-learning/how-to-scale-machine-learning-inference-for-multi-tenant-saas-use-cases/

Host multiple models in one container behind one endpoint - Amazon SageMaker

docs.aws.amazon.com/sagemaker/latest/dg/multi-model-endpoints.html

Using Amazon EFS for AWS Lambda in your serverless applications | Amazon Web Services

aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications/

Deploying AWS Chalice application using AWS Cloud Development Kit | Amazon Web Services

aws.amazon.com/blogs/developer/deploying-aws-chalice-application-using-aws-cloud-development-kit/

AWS Gurus, Battle Tested Processes, On Your Team

www.trek10.com/blog/cost-optimization-vpc