AI Agents Blog
Deep dives and practical articles about AI agents — agent frameworks, orchestration patterns, MCP integrations, and autonomous workflows. Curated from our main blog: every card links to the full article. 884 articles and growing.
Master Building Apps with Windsurf's AI Coding Agents: Hands-On DeepLearning.AI Course
Discover how to leverage Windsurf's Cascade AI agent to rapidly develop full-stack applications. This practical short course guides you from setup to deployment with real-world examples.
Build Scalable Event-Driven Agentic Document Workflows with LlamaIndex and Azure AI
Discover how to create production-ready, event-driven workflows for processing documents using AI agents, LlamaIndex, and Microsoft Azure. Perfect for developers scaling RAG pipelines and document intelligence.
Mastering Long-Term Memory for AI Agents with LangGraph: A Complete Guide
Discover how to supercharge AI agents with persistent memory using LangGraph. Learn episodic, semantic, and procedural memory techniques to build smarter, stateful workflows that remember across sessions.
Vibe Coding 101 with Replit: Harness AI Agents to Build Apps Effortlessly
Unlock the power of vibe coding using Replit's AI Agent to create full apps from natural language descriptions. This 30-minute course by Amjad Masad teaches intuitive AI-driven development for beginners and pros alike.
Building AI Browser Agents: Expert Techniques from DeepLearning.AI Short Course
Discover how to engineer AI agents that autonomously browse the web like humans, using Playwright and LLMs. This guide draws from a concise DeepLearning.AI course packed with actionable insights.
Building Powerful Code Agents Using Hugging Face Smolagents: Hands-On Guide from Beginner to Deployment
Discover how to create intelligent code agents with Hugging Face's lightweight smolagents library. From basics of agents to deploying your own tools, this guide takes you step-by-step with practical examples.
Unlocking the Power of LLMs as Operating Systems: Mastering Agent Memory Systems
Dive into building intelligent agent memory for LLMs! Learn key-value, vector, and hierarchical systems with LlamaIndex experts in this 1-hour course.
Mastering Production-Ready AI Voice Agents: DeepLearning.AI Short Course Guide
Discover how to build robust AI voice agents for real-world production, tackling challenges like latency, hallucinations, and deployment with RAG, tool calling, and structured outputs.
DSPy: Build and Optimize Agentic AI Apps Using Declarative Programming Techniques
Discover how DSPy revolutionizes AI app development by shifting from manual prompt engineering to automated optimization. Learn to create robust agentic systems with this hands-on course from deeplearning.ai.
Orchestrating Reliable Workflows for GenAI Applications: A Comprehensive Guide
Discover how to construct robust GenAI applications by linking multiple LLM calls and external tools. This course equips you with essential techniques for deterministic flows, error management, and multi-agent systems using LangGraph.
ACP: Agent Communication Protocol - Build Collaborative Multi-Agent AI Systems
Discover ACP, the open protocol revolutionizing multi-agent AI collaboration. Learn to integrate it with tools like LangGraph for scalable, interoperable agent workflows.
Claude Code: Transform Claude 3.5 Sonnet into a Powerful Agentic Coding Assistant
Discover how to supercharge your coding workflow with Claude 3.5 Sonnet. This free short course from deeplearning.ai teaches agentic prompting techniques for writing, debugging, and optimizing code like a pro.
Master Agentic Knowledge Graph Construction with LLMs: Hands-On Course from deeplearning.ai
Discover how to build intelligent knowledge graphs using LLMs that reason, plan, and act on their own. This free short course teaches you to go beyond basic RAG with GraphRAG and agentic workflows for superior AI performance.
Master Knowledge Graphs: Supercharge AI Agents with Smarter API Discovery
Discover how knowledge graphs empower AI agents to effortlessly find and use APIs. Bust myths, build graphs from scratch, and unlock agentic workflows with hands-on techniques from DeepLearning.AI.
Master Building AI Apps with MCP Server: Hands-On Guide to Working with Box Files
Dive into the exciting world of AI app development using MCP Server! Learn to seamlessly integrate and manage Box files for powerful, scalable applications.
Building Real-Time Voice Agents with Google's ADK: Comprehensive Course Analysis and Implementation Guide
Explore the deeplearning.ai short course on creating live voice agents using Google's Agent Development Kit (ADK). Master real-time audio processing, LLM integration, and interruption handling for production-ready applications.
Governing AI Agents: Comprehensive Guide to Safety, Risks, and Frameworks
Discover essential strategies for governing AI agents, from understanding architectures to mitigating risks and implementing robust frameworks. Learn from OpenAI expert Lilian Weng in this in-depth guide.
Master Building Coding Agents with Tool Execution: A Hands-On DeepLearning.AI Guide
Discover how to create intelligent coding agents that autonomously generate and execute code using LLMs and Semantic Kernel. This comprehensive guide walks you through the full course content, from basics to advanced applications.
Building Reliable AI Agents with NVIDIA NeMo Agent Toolkit: Comprehensive Guide and Best Practices
Discover how NVIDIA NeMo Agent Toolkit transforms unreliable AI agents into production-ready systems. This guide covers architectures, tools, memory, and evaluation techniques from DeepLearning.AI's expert course.
Unlock Cutting-Edge AI Insights from The Batch Newsletter Page 20 – Epic Updates on Models, Tools, and Trends!
Dive into a treasure trove of AI breakthroughs from The Batch issues on page 20! From powerful new models to innovative techniques, energize your deep learning journey with these must-read highlights.
Key AI Breakthroughs from The Batch: Latest in Deep Learning Models, Tools, and Research (Issues Roundup)
Dive into the hottest AI developments from recent Batch issues: from efficient vision models to agentic workflows and beyond. Get the full scoop with links, insights, and actionable takeaways.
Unlocking AI Breakthroughs: Highlights from The Batch Newsletter Page 4
Explore the captivating AI stories, papers, and tools from page 4 of DeepLearning.AI's The Batch newsletter. From model advancements to practical implementations, discover what's shaping the future of AI.
The Batch Letters Archive Page 9: Essential AI Insights from deeplearning.ai Newsletters
Discover the compelling letters featured on page 9 of The Batch's letters tag, offering deep dives into AI advancements, industry trends, and strategic advice from deeplearning.ai experts.
Anthropic's Claude 3.5 Sonnet Revolution: Top-Tier Coding, Interactive Artifacts, and Agentic Dev Tools
Anthropic supercharges Claude 3.5 Sonnet with elite coding skills, live code execution, stunning artifacts, and agentic computer control—perfect for developers building smarter workflows.