A developer has published a guide explaining how to deploy a Retrieval-Augmented Generation (RAG) API on AWS App Runner, using Node.js 22, DynamoDB vector search, and Claude for answer generation. The…
Amazon Web Services (AWS) has launched AgentCore Payments, now generally available, enabling AI agents on its infrastructure to autonomously pay for APIs, web content, and other services in USDC on Co…
An engineer at ZopNight ran a week-long experiment giving an AI agent read-only access to AWS and GCP accounts with a single prompt: 'Cut our cloud bill by 20% without breaking anything.' The agent id…
A developer solved a log correlation problem in AWS Step Functions by using the execution name as the correlation ID. Instead of generating a separate UUID, the engineer used the business case ID as t…
AWS Lambda MicroVMs, which reached general availability on June 22, 2026, gives each AI agent or user session its own dedicated Firecracker virtual machine with no shared kernel, launching in seconds …
A developer built Horcrux Hunt, a multi-agent Harry Potter game where two AI agents compete live, and racked up a $1,847 bill in one weekend. By pruning invalid actions with a constraint solver before…
A developer compared nine cloud monitoring tools across infrastructure metrics, APM, log management, external endpoint checks, and multi-cloud coverage. The comparison found that tools like DevHelm ex…
AWS's DevOps Agent walkthrough demonstrates how incident response is evolving into a review workflow, using specific evidence from Amazon EKS control-plane issues. The agent correlates metrics, logs, …
Mantis, an open-source self-hosted LLM gateway, launched to provide teams with a unified API for multiple model targets, centralizing routing, failover, caching, guardrails, observability, and AWS-nat…
AWS released the GenAI for Ops Demo Library, a collection of 12 deployable code samples that demonstrate how generative AI can solve operational challenges in security, cost optimization, resilience, …
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…
Amazon Bedrock AgentCore harness is now generally available, enabling developers to build production-grade AI agents in minutes with two API calls. The managed abstraction handles sandboxed compute, m…
Hosted coding agents are shifting observability from an enterprise add-on to a core product feature. AWS's Bedrock AgentCore exemplifies this trend by enabling agents to run remotely, which requires r…
A developer built Quorum, a multi-region database application, by directing Claude Code, an AI coding agent, under the governance of an append-only architecture decision log. The log, containing numbe…
A developer reports that AI is transforming production debugging by rapidly reading and correlating heterogeneous signals, with tools like Datadog's Bits AI SRE claiming time-to-resolution wins of up …
Anthropic launched cron-based scheduling and credential vaults for Claude Managed Agents on June 9, enabling automated recurring agent runs without external infrastructure and secure secret injection …
An engineer at Fortem.dev has published a four-step guide to controlling runaway CloudWatch Logs costs on Amazon ECS, where default settings create log groups with "Never Expire" retention and INFO-le…
An AWS developer built a self-healing application on AWS that automatically detects a web server crash and restarts the service without human intervention. The solution uses Amazon CloudWatch Agent to…
AWS released its managed Model Context Protocol (MCP) server as generally available, providing AI coding agents with controlled access to all AWS APIs, documentation, and operational workflows through…
This article summarizes a hands-on project that demonstrates how to monitor containerized applications on Amazon ECS using Amazon CloudWatch. The project involves deploying an application, configuring…