AWS GALAXY

Awesome OpenClaw Skills: a curated guide to 5,000+ AI agent extensions VoltAgent's awesome-openclaw-skills repo filters the noise from ClawHub's 13,700-skill registry down to 5,200 vetted extensions. Here's what's inside, why it matters, and how it compares to similar awesome lists across the AI agent ecosystem. https://lnkd.in/d9TBDhZd

AWS GALAXY Academy is Live We just launched the Academy — a free, interactive learning hub on awsgalaxy.com with three series available now: Agentic AI Patterns (22 lessons) From the foundational ReAct loop to advanced architectures like GraphRAG, Tree of Thoughts, and Speculative Execution — a practical guide to LangGraph & LangChain agent design. BMAD Method (25 lessons) Breakthrough Method of Agile AI-Driven Development — role-based workflows, artifact chains, grooming patterns, and prompt templates for building software with AI. RAG System Design (10 lessons) End-to-end retrieval-augmented generation — from chunking strategy and embeddings to vector search, reranking, and production architecture. Each track includes annotated code, visual diagrams, and quizzes. More series coming soon. Explore it here: https://lnkd.in/dVYXBsYG #AI #AgenticAI #LangGraph #LangChain #RAG #MachineLearning #SoftwareEngineering #LearnAI #AWSCloud

6 semantic code search tools your AI coding workflow needs Traditional grep and keyword search fall short when AI agents need to understand your codebase. These six tools use embeddings, vector search, and semantic indexing to bridge the gap — and they're changing how developers and AI assistants navigate code. https://lnkd.in/dufV_Erd

Why LangChain and LangGraph are must-have frameworks for AI development LangChain and LangGraph have become the backbone of modern AI application development. Here's what they are, what problems they solve, and why building without them feels like writing assembly in the age of high-level languages. https://lnkd.in/dF63QASk

Agentic Development Is Not Vibe Coding Vibe coding is prompting and hoping. Agentic development is deliberate engineering with AI as a force multiplier. Conflating the two produces the worst outcomes of both. https://lnkd.in/d7XFmbxK

The QA Role in BMAD: Where Quality Fits in AI-Driven Development BMAD's persona model covers analyst, architect, and developer. Quality assurance doesn't appear on the org chart — but it shows up everywhere. Here's how QA fits into an AI-driven workflow. https://lnkd.in/drj96uAU

Project Management in BMAD: Why AI-Driven Development Needs Structure, Not Less of It BMAD gives AI-assisted development the project management scaffolding it's been missing. Here's how its four-phase methodology, agent personas, and artifact-first approach change the way teams plan and ship software. https://lnkd.in/d7CHKC5v

Building a Customer Support Portal with AI: What Actually Works Most AI support builds either over-engineer the wrong things or under-invest in the parts that matter. Here's what a well-built AI support portal looks like in practice — and where teams tend to go wrong. https://lnkd.in/dZanmUh4

When Your Startup Needs a CTO vs. a VP of Engineering They're not the same role, and hiring the wrong one at the wrong time is an expensive mistake. Here's how to tell them apart and when each one actually makes sense. https://lnkd.in/dEXNtWEP

Microservices vs. Monolith vs. Serverless: Why Most Startups Choose Wrong Microservices look serious, serverless sounds modern, and monoliths get dismissed as legacy. The reality is more nuanced — and the wrong choice costs more than most founders expect. https://lnkd.in/dg4sCCH9