A developer has released an open-source reference implementation for a serverless HTTP 402 payment gateway for FastAPI, using Solana and Redis. The project, x402-vercel-gateway, addresses the replay a…
A new open-source reference implementation, the X402 Vercel Gateway, enables serverless FastAPI endpoints to enforce the HTTP 402 Payment Required (x402) protocol for autonomous AI agents, using Solan…
A developer has created a real-time Heart Rate Variability (HRV) anomaly detection system using wearable data, Scikit-learn's Isolation Forest algorithm, and AWS Lambda. The system monitors HRV data f…
A developer detailed a production-grade MLOps pipeline architecture on AWS, using native services such as SageMaker, Step Functions, and CodeCommit to automate continuous training, governance, and can…
Amazon Bedrock AgentCore offers a two-stage migration path for developers moving agent workloads from notebooks to production, offloading operational overhead such as container management, web servers…
Amazon Web Services (AWS) published a technical post demonstrating two reference implementations for an AI-driven development lifecycle using Amazon Bedrock AgentCore, a service for building and optim…
Amazon Web Services (AWS) published a technical post detailing how to migrate agentic workloads to Amazon Bedrock AgentCore, a platform for building and optimizing agents at scale. The post maps ten o…
AWS published a technical guide on embedding individual Amazon QuickSight visuals into React applications with per-user authentication via Amazon Cognito, using a serverless architecture of Lambda, AP…
A developer completed a customer support agent project using Amazon Bedrock AgentCore, AWS Lambda, and DynamoDB through Udacity's Future AWS Agent Engineer Nanodegree Program, achieving a correctness …
A developer built an AI-powered Terraform review agent combining Terrascan, GitHub Actions, AWS Lambda, and Gemini, but discovered that the LLM was invoked even when a deterministic policy should have…
Proctors, a digital agency, has detailed an architecture for building retrieval-augmented generation (RAG) search as a standalone service, separate from the website itself. The design uses PostgreSQL …
Atos partnered with AWS to run an agentic AI League event that upskilled 400 engineers over three days, moving them from limited hands-on experience to building multi-agent systems with pathfinding, g…
Jamf, which manages Apple devices for over 76,000 organizations, built a real-time spend enforcement system for Amazon Bedrock that tracks each engineer's daily AI costs and automatically restricts ac…
A developer outlines a technical guide for building AI agents that operate continuously, covering architectural blueprints, durable message queues, Kubernetes deployment, and observability practices. …
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…
Rmcp, a new open-source control plane, lets developers turn any MCP server into a remote HTTPS endpoint deployable to AWS Lambda or a local gateway, with support for Streamable HTTP, bearer or OAuth a…
A developer detailed how to build a secure serverless endpoint for Claude function calling using AWS API Gateway and Lambda, contrasting it with simpler Lambda URLs. The post highlights the need for L…
A developer demonstrates how to wire Claude on Amazon Bedrock to a stateless Lambda for real-time AI actions, using function calling to trigger a DynamoDB update. The example shows a minimal TypeScrip…
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 developer demonstrates how to combine Claude's function calling with Amazon SNS FIFO topics to create reliable, ordered AI notifications. The approach ensures that alerts generated by the LLM are pr…