A developer details how to properly deploy Claude Code on AWS Bedrock, covering IAM policies, SCPs, and a governance model that most enterprise teams get wrong. The guide highlights common pitfalls li…
AWS released the open-source Agent Toolkit for AWS, bundling an MCP server and plugins for Claude Code, Codex, and Cursor that give coding agents sandboxed Python execution, IAM-scoped API calls, and …
A developer built a serverless rental management bot on AWS Bedrock that uses Claude as an AI agent to analyze payments, debts, and trends from natural-language messages. The agent integrates with Dyn…
Amazon Bedrock is a fully managed service that provides access to large language models like Claude through a unified API, eliminating the need for users to manage GPUs or model weights. A new beginne…
A developer built a retrieval-augmented generation (RAG) knowledge base using Amazon Bedrock, Aurora PostgreSQL with pgvector, and Terraform, all synced automatically from a Git repository via GitHub …
AWS's Amazon Bedrock service provides a fully managed platform for deploying generative AI applications via a model-as-a-service approach. A structured deployment workflow covers permissions, network …
Enterprises are granting autonomous AI agents privileged access to critical workflows and APIs without proper governance, creating a new class of privileged non-human identities (NHIs). The scale and …
A developer built Kajota Pulse, a Bloomberg-terminal-style dashboard for African micro-commerce co-sellers that uses Gemini 2.5 Flash to recommend what stock to buy. The app runs on the 'zero stack'—V…
A developer built Groundswell, a global daily opinion platform, in 72 hours using Next.js, Aurora DSQL, DynamoDB, and Amazon Bedrock. The project encountered several critical mistakes, including assum…
A developer built a deterministic firewall for AI agents with cloud credentials, blocking destructive actions like network scans and escalating expensive provisioning calls to humans. The system uses …
Google announced new capabilities for VPC Service Controls to secure agentic AI workloads, including agent identity in directional rules, granular control with MCP attributes, and native integration w…
Masterpoint is exploring whether AI can effectively review and approve infrastructure-as-code plans for production environments, aiming to auto-approve low-risk changes while flagging risky ones for h…
AI tools are making bad engineers faster without improving their judgment, according to a developer who argues that AI amplifies existing behaviors rather than changing them. The author observes that …
Anthropic launched Claude Platform on AWS in May 2026, a managed API operated by Anthropic rather than AWS, offering IAM authentication, CloudTrail logging, and advanced features like Claude Managed A…
A developer published an ultra-concise tabular reference guide for the AWS Certified Cloud Practitioner exam (CLF-C02). The guide covers key domains including Cloud Concepts, Security and Compliance, …
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…
Google Cloud Run's built-in authentication and IAM policies protect model endpoints from unauthorized access, but the Agent Development Kit's LiteLLM connector requires manual handling of authenticate…
Researchers at the University of Cambridge have developed the first large-scale Ukrainian handwritten text generation system, creating a dataset of 126,177 images from 308 writers and retraining a dif…
A new benchmarking study from arXiv:2605.27467v1 finds that Liquid Neural Networks (LNNs) significantly outperform traditional LSTMs in parameter efficiency and robustness across four sequential data …
An engineer used AWS's new DevOps Agent to troubleshoot a failed DMS task, and the tool identified the root cause—API issues between DMS and Secrets Manager—hours before AWS officially notified the is…