DennisTraub/aws-bench
aws-bench measures how well AI agents and model combinations perform on real AWS work — diagnosing misconfigurations, provisioning infrastructure, and operating live cloud environments.
Research Engineering, Agentic Developer Experience at AWS
Repositories
DennisTraub/compound-writing
Official Claude Code compound engineering plugin
DennisTraub/harbor
Framework for evaluating and improving agents
DennisTraub/draft-review-kit
Feedback-first writing review skills for stress-testing drafts.
DennisTraub/andrej-karpathy-skills
DennisTraub/goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
DennisTraub/paperclip-plugin-company-wizard
Bootstrap AI agent companies from modular templates.
DennisTraub/paperclip-companies
DennisTraub/paperclip
Open-source orchestration for zero-human companies
DennisTraub/Ladder
A system for autonomous creation and optimization.
DennisTraub/agentcore-cli
PREVIEW: the new terminal experience for AgentCore
DennisTraub/mcp-server
This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.
DennisTraub/ai-functions
Python functions powered by AI agents - with runtime post-conditions for reliable agentic workflows.
DennisTraub/agent-sop
Natural language workflows that enable AI agents to perform complex, multi-step tasks with consistency and reliability.
DennisTraub/strands-sdk-python
A model-driven approach to building AI agents in just a few lines of code.
DennisTraub/Personal_AI_Infrastructure
Agentic AI Infrastructure for magnifying HUMAN capabilities.
DennisTraub/mcp-proxy-for-aws
AWS MCP Proxy Server
DennisTraub/sample-serverless-mcp-servers
Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute
DennisTraub/bedrock-for-all
Educational code examples demonstrating Amazon Bedrock usage across Python, Java, JavaScript, C#, and PHP. Complete, documented examples of InvokeModel, Converse, and ConverseStream APIs for building generative AI applications in your preferred programming language.
DennisTraub/bedrock-connected-to-the-real-world
Educational examples demonstrating how to enhance AI capabilities by connecting Amazon Bedrock to real-world data and services. From basic LLMs to context-aware, dynamic AI solutions.
DennisTraub/AgenticTodos
DennisTraub/code
DennisTraub/components
React components for Cloudscape Design System
DennisTraub/500-AI-Agents-Projects
The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.
DennisTraub/workshop-amazon-bedrock
DennisTraub/gh-folder-dl
Download files from GitHub repository folders while maintaining directory structure. Features include recursive folder traversal, SHA-based file tracking to avoid redundant downloads, and a SQLite database for efficient caching. Available both as a Python library for integration into other tools and as a standalone CLI application.