This article details how to build scalable Claude AI agents on AWS Lambda, addressing the challenge of Lambda's stateless nature with persistent WebSocket connections. It proposes using the Model Context Protocol (MCP) with Upstash Redis for session state management, enabling stateful interactions, high concurrency, and cost efficiency.
NEXUS AI simplifies serverless deployment of containerized applications across AWS, Google Cloud, and Azure from a single CLI, eliminating provider-specific configurations. It offers consistent features like custom domains, scaling, and rollback, with the full article detailing its capabilities and costs.
This article details the development of Prismix, an AI hub built with Cloudflare Workers KV and Astro 5. It highlights the performance challenges encountered with KV's free tier limits and the solutions implemented to overcome them.
Amazon Web Services announces the next generation of OpenSearch Serverless, optimized to support Agentic AI applications. This update represents a significant advancement in search and analytics solutions, particularly for AI developers.
The next generation of Amazon OpenSearch Serverless has been announced, emphasizing its design for enhancing Agentic AI applications. This AWS update promises to optimize AI utilization.
Cloudflare Workers AI enables running AI inference at the edge without needing GPU servers, offering over 50 models and billing per inference unit. This service simplifies AI-native app development by providing global low-latency inference on Cloudflare's GPU network, eliminating cold starts and server management.
This post presents a solution for building highly scalable, serverless multi-agent generative AI systems on AWS. It integrates LangGraph Agents as orchestrators with Amazon Bedrock AgentCore Memory and Observability.
VibeFlow addresses stadium crowd chaos with real-time AI navigation, leveraging Gemini models on Google Cloud Run to manage post-game bottlenecks. The solution provides contextual advice and a scalable infrastructure that adapts to traffic surges.
This content details the process of setting up a Lambda function to be used with an AWS Bedrock Agent, demonstrating how to return the current time in CST. It includes the complete Python code for the function and the deployment and testing steps.
This article outlines a serverless AWS design for processing user-generated media, extracting intelligence using AI services. It leverages Rekognition, Transcribe, and Bedrock, persisting data into DynamoDB without traditional EC2 instances.
The author built an AI-powered job board that matches resumes to job openings, packaged as an easily deployable template. The platform uses Vanilla JS, Vercel, and the Anthropic Claude API, maintaining low operational costs.
This article details the architecture of C24 Club, a video chat platform rewarding users for conversations. Its engineering tackles a live rewards economy, AI moderation, gender-aware matchmaking, and a global user base, employing a serverless-first, edge-native approach with Supabase Edge Functions.
'Hide My Mail' is an open-source solution leveraging Cloudflare Workers to create private email aliases, protecting users from spam and data breaches. This system offers enhanced security and streamlined communication by managing service-related emails from a single, trusted inbox.
This content discusses production-ready design patterns for Supabase Edge Functions, which run on Deno. It provides practical examples for setting up functions, handling CORS, and interacting with Supabase services in a serverless environment.
This content explains how to upgrade your Lambda function runtime to the latest supported version. It provides a guide on the necessary steps to perform this upgrade.
This article analyzes why Vercel, despite technically supporting Python via serverless functions, is not ideal for complex Django, FastAPI, or Flask applications. It highlights limitations with persistent processes, background tasks, and WebSockets.
The author describes how they replaced various commercial services (WordPress, Shopify, Mailchimp) with a custom solution built on Cloudflare Workers. This transition aimed to reduce high monthly costs and eliminate common issues associated with traditional CMS platforms, utilizing microservices and edge object storage.