AWS's Agent Toolkit for AWS, an open-source Python project with 2.7k GitHub stars last updated in September 2026, provides official MCP servers, skills and plugins that let coding agents build and dep…
A developer published a step-by-step guide and open-source repository for deploying Google's Gemma 4 E2B model to an Amazon SageMaker real-time endpoint on a single NVIDIA L4 GPU using AWS's vLLM cont…
AWS Lambda raised its per-account code storage limit from 75GB to 300GB per Region and introduced a new REFERENCE mode that lets functions point directly to S3 objects, bypassing the quota entirely, e…
Amazon Bedrock's Prompt Management and Prompt Flows features let developers manage prompts as versioned AWS resources and orchestrate multi-step LLM pipelines without glue code. A hands-on guide demon…
A developer built Lask, an open-source task runner that embeds the execution environment directly into task syntax, using containers to ensure reproducibility across machines. The tool aims to solve t…
Andrii Tkachuk argues that AI agents should reason in terms of operations rather than commands, drawing a parallel to how engineering teams moved from raw SQL to higher-level abstractions. He contends…
The page for 'Multi-Agent Skill Systems' was not found, redirecting users to tutorials or the homepage. The site offers skill packs for cost review, IAM least-privilege checks, safe resource changes v…
Awsmux, a multi-account AWS CLI tool, runs commands across hundreds of accounts in parallel with up to 5.4x faster execution and 7.4x fewer output tokens compared to raw-shell AWS CLI, according to a …
AWS announced CloudFormation Express mode, a new deployment mode that accelerates infrastructure deployments by up to 4x by completing when resource configuration is applied instead of waiting for sta…