A developer demonstrates how to build a secure, zero-config AI endpoint by pairing AWS Lambda Function URLs with Claude's function-calling feature. The approach eliminates the need for API Gateway, re…
A developer argues that serverless architecture is a natural fit for AI coding agents, because it makes infrastructure explicit and inspectable, giving agents the context they need to write correct co…
A developer built a personal notes assistant using RAG with Amazon Bedrock and Pinecone, enabling users to upload .txt files and ask questions answered strictly from their notes. The system uses embed…
A CloudGoat walkthrough by VirajMathpati demonstrates a privilege escalation chain that bypasses permission-based scanners, allowing an IAM user with zero Secrets Manager permissions to retrieve a sec…
A developer built a model router on AWS AppConfig and Amazon Bedrock that lets users swap large language models without redeploying code. The router uses feature flags to map routing keys like 'fast',…
A developer has built HomeServerLab, a free AWS learning platform with an AI assistant, tutorials, OAuth login, and an Apps Marketplace, for less than $1 per month in infrastructure costs. The platfor…
A developer demonstrates how to add semantic search to an existing DynamoDB table using the new Vector Search feature, eliminating the need for separate search infrastructure. The approach combines re…
A developer has released two open-source projects that enable building lightweight and streamable MCP servers on AWS Lambda with Python. The projects, modmex-lambda and an unnamed companion, allow app…
A developer has created a Minecraft mod that integrates a serverless AI agent to dynamically determine the number of allies summoned based on the player's combat situation. The mod, called Cloud Sword…
A developer built an AI 'expert advisor agent' that pressure-tested a serverless architecture by surfacing five production-breaking blind spots in five minutes, using a high-density system prompt that…
The OWASP Agentic AI Top 10 series concludes with a security playbook for AWS, detailing six concentric rings of defense and a comprehensive checklist for each threat. The playbook emphasizes three co…
A developer built WearCast, an AI agent that helps users pick outfits based on weather, to demonstrate AgentCore's built-in WebSocket support that allows a browser to connect directly to an AI agent w…
A developer built Scoring AI, a real-time voice-enabled sports scoring application using WebSockets and DynamoDB Streams. The system uses DynamoDB for live match state with optimistic locking and Post…
A developer designed and open-sourced an Enterprise Refund AI Assistant on AWS, using a serverless Retrieval-Augmented Generation (RAG) architecture to ground LLM outputs in verified enterprise docume…
A developer built Madame Minou, a French cat astrologer app, using Kiro and Amazon Bedrock during a Paris hackathon. The app computes a cat's sun sign deterministically in code, then uses AI to genera…
AWS veteran and DynamoDB, Lambda, and API Gateway builder Randall Hunt reflects on 20 years of making developers' lives easier, now applying lessons to agentic AI. He advocates spec-driven development…
AWS launched Blocks, an open-source TypeScript framework in public preview, designed for AI agents to build backends with local-first development and zero-infrastructure-code deployment to AWS service…
A developer built an autonomous incident investigation agent called FRIDAY that reduced mean time to resolution by 65% on a platform serving 30+ million end users. The agent, triggered by PagerDuty al…
An unemployed software engineer has begun building Wardu, a Kubernetes-native scheduler that allows running workers as containers in any language without requiring SDKs. The project accepts JSON paylo…
A developer built an AWS Bedrock AgentCore agent that autonomously pays for paywalled API calls using real USDC on Arbitrum One, bypassing the need for API keys or human approval. When the agent recei…