StackHawks Pro Tutorials — Trending Cloud & AI Tools
Short, focused tutorials covering the tools and frameworks developers are actually talking about. Each one drops you into a sandbox with step-by-step guidance, gotchas called out, and a working deployment at the end. Updated monthly as the ecosystem moves.
All Labs
Build Your Own MCP Server on AWS Lambda
Deploy a Model Context Protocol server as a serverless Lambda function.
LangGraph Multi-Agent Orchestration
Build stateful multi-agent systems with conditional routing and tool delegation.
AWS Strands Agent SDK Tutorial
Build AI agents with AWS's open-source Strands framework.
CrewAI: Orchestrate a Team of AI Agents
Build multi-agent crews with roles, goals, and task delegation.
OpenAI Agents SDK: Multi-Agent Handoff
Build agent handoff systems with the OpenAI Agents SDK.
Deploy AI Agents with Bedrock AgentCore
Deploy AI agents serverlessly with Amazon Bedrock AgentCore.
Pipecat Real-Time Voice AI Agent
Build real-time voice AI assistants with WebRTC and streaming STT/TTS.
Claude Extended Thinking on Bedrock
Unlock Claude's step-by-step reasoning with extended thinking mode.
Production RAG with Amazon S3 Vectors
Build production RAG pipelines using S3's native vector storage.
Bedrock Prompt Flows Tutorial
Build visual prompt chains with branching logic — no code required.
Amazon Nova Pro: Image + Text AI API
Build multimodal AI apps with Amazon Nova Pro's image and text capabilities.
LangExtract: AI-Powered Document Intelligence
Extract structured data from documents with LangExtract AI.
GitOps with ArgoCD on Amazon EKS
Deploy GitOps workflows with ArgoCD on managed Kubernetes.
Pulumi: Infrastructure as Real Code on AWS
Write AWS infrastructure with Python/TypeScript instead of YAML.
AWS CDK v2 with Python
Define cloud infrastructure with Python using AWS CDK v2.
Dagger: CI/CD Pipelines as Code
Write portable CI/CD pipelines in Python/Go/TypeScript with Dagger.
Kubernetes on Amazon EKS
Deploy production Kubernetes with Helm, autoscaling, and zero-downtime deploys.
Self-Host bolt.diy: AI Full-Stack Builder
Deploy bolt.diy on AWS for self-hosted AI-powered application building.
Self-Host n8n Workflow Automation on AWS
Deploy n8n on AWS for self-hosted workflow automation.
Deploy OpenClaw on AWS
Set up OpenClaw on AWS for open-source AI experimentation.
Zero-Trust Cloud Security: GuardDuty + Security Hub
Build zero-trust security with GuardDuty threat detection and Security Hub.
AWS Cost Optimization Toolkit
Find and eliminate AWS waste with Cost Explorer and Budgets.
Lambda Performance Tuning
Optimize Lambda cold starts, memory, and execution performance.
Kinesis Real-Time Data Streaming
Build real-time data streaming pipelines with Amazon Kinesis.
Deploy with AWS App Runner
Deploy containerized web apps instantly with AWS App Runner.
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