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. 840 articles and growing.

Build Powerful Multi-Agent AI Systems: Design, Develop & Deploy with CrewAI – DeepLearning.AI Course

Build Powerful Multi-Agent AI Systems: Design, Develop & Deploy with CrewAI – DeepLearning.AI Course

Unlock the future of AI with this hands-on course on CrewAI! Learn to design, build, and deploy intelligent multi-agent systems that tackle complex tasks like pros. Perfect for Python devs ready to level up.

AI ToolsDec 29, 20255 min read
Unlock Generative AI, Agentic RAG, and Multi-Agent Systems: New Deep Learning Courses on Coursera

Unlock Generative AI, Agentic RAG, and Multi-Agent Systems: New Deep Learning Courses on Coursera

DeepLearning.AI just launched three practical short courses on Coursera to supercharge your AI skills in software dev, RAG agents, and multi-agent systems—no PhD required. Dive in with hands-on projects and code repos.

AI & Machine LearningDec 29, 20255 min read
Scaling AI Agents: Training Over a Million Specialists for Superior Reliability in Complex Tasks

Scaling AI Agents: Training Over a Million Specialists for Superior Reliability in Complex Tasks

DeepLearning.AI has pioneered training more than a million specialized AI agents, boosting performance on demanding benchmarks like SWE-bench through efficient reinforcement learning methods.

AI & Machine LearningDec 29, 20255 min read
Pieter Abbeel on HODL: AI Agents Driving the Humanoid Robotics Revolution

Pieter Abbeel on HODL: AI Agents Driving the Humanoid Robotics Revolution

Pieter Abbeel discusses founding HODL to build humanoid robots for warehouses, leveraging AI breakthroughs in vision-language models and end-to-end learning for real-world deployment.

AI & RoboticsDec 29, 20255 min read
Constructing an AI-Driven Society: Andrew Ng in Conversation with Greylock's Sarah Guo

Constructing an AI-Driven Society: Andrew Ng in Conversation with Greylock's Sarah Guo

Andrew Ng and Sarah Guo explore how AI agents will transform industries, boost productivity, and reshape society, drawing on real-world examples from innovative startups.

AI AgentsDec 29, 20255 min read
Deep Learner Spotlight: Chris Morrow's Path from Mechanical Engineering to Pioneering AI Agents at Anthropic

Deep Learner Spotlight: Chris Morrow's Path from Mechanical Engineering to Pioneering AI Agents at Anthropic

Discover how Chris Morrow transitioned from mechanical engineering to software engineering at Anthropic, leveraging deeplearning.ai courses to build cutting-edge AI agents like Claude's computer use capabilities.

Deep Learning SpotlightsDec 29, 20255 min read
Top VC Insights from the AI Frontier Conference: Shaping the Future of AI Investments

Top VC Insights from the AI Frontier Conference: Shaping the Future of AI Investments

Discover game-changing perspectives from leading VCs like Vinod Khosla and Keith Rabois on AI trends, from foundation models to agentic systems, shared at the AI Frontier Conference VC Forum.

AI & BusinessDec 29, 20255 min read
Boosting Productivity in AI-Driven Development: Salesforce MLE Dillon Laird's Workflow with Claude

Boosting Productivity in AI-Driven Development: Salesforce MLE Dillon Laird's Workflow with Claude

Salesforce Machine Learning Engineer Dillon Laird reveals how he integrates Claude AI into daily tasks like code reviews, debugging, data analysis, and agent development for massive efficiency gains.

Claude for DevelopersDec 29, 20255 min read
Boost Your Office Productivity with AI: Lessons from AWS Applied Scientist Matineh Shaker

Boost Your Office Productivity with AI: Lessons from AWS Applied Scientist Matineh Shaker

Discover practical strategies for integrating AI into daily office tasks from AWS expert Matineh Shaker. Her free short course on deeplearning.ai covers prompting, automation, evaluation, and AI agents to supercharge your workflow.

Business WorkflowsDec 29, 20255 min read
Event Ambassador Spotlight: Ayyuce Kizrak, Machine Learning Engineer Driving AI Innovation at IBM

Event Ambassador Spotlight: Ayyuce Kizrak, Machine Learning Engineer Driving AI Innovation at IBM

Discover Ayyuce Kizrak, DeepLearning.AI Event Ambassador and IBM ML engineer, whose open-source projects in healthcare and HR showcase practical LLM applications. Learn her journey from academia to industry leadership.

AI CommunityDec 29, 20255 min read
Collaborating Effectively with AI: Key Insights from Jared Webb on Using Claude for Coding and Development

Collaborating Effectively with AI: Key Insights from Jared Webb on Using Claude for Coding and Development

Jared Webb, founder of Magic.dev, shares his proven methods for treating AI like Claude as a powerful pair programmer. Learn step-by-step workflows, advanced prompting techniques, and strategies for building AI agents that boost productivity.

Claude Best PracticesDec 29, 20255 min read
From Mobile App Developer to AI Engineer: Chiao-Lin Lin's Complete Roadmap and Lessons Learned

From Mobile App Developer to AI Engineer: Chiao-Lin Lin's Complete Roadmap and Lessons Learned

Discover how Chiao-Lin Lin transformed from a mobile app developer into an AI engineer through targeted courses, hands-on projects, and strategic job hunting. Follow her exact path for your own career pivot.

AI CareersDec 29, 20255 min read
Brennan Pursell: 2023 PIE AI Ambassador Spotlight – Innovating with LLM SRE and AI Agents

Brennan Pursell: 2023 PIE AI Ambassador Spotlight – Innovating with LLM SRE and AI Agents

Meet Brennan Pursell, a Microsoft software engineer turned PIE AI Ambassador, who's pioneering LLM SRE practices and building agent arenas to push AI boundaries. Discover his journey, projects, and tips for aspiring AI enthusiasts.

AI CommunityDec 29, 20255 min read
Unlock DeepLearning.AI Pro: Exclusive Access to Cutting-Edge AI Courses, Live Expert Sessions, and Vibrant Community

Unlock DeepLearning.AI Pro: Exclusive Access to Cutting-Edge AI Courses, Live Expert Sessions, and Vibrant Community

Struggling to keep up with rapid AI advancements? DeepLearning.AI Pro offers early access to premium courses, live Q&A with experts, and a dedicated Discord community for just $49/month.

AI EducationDec 29, 20255 min read
AI Dev Meetup #25 NYC Recap: Mastering Swarm Agents, Unsloth Fine-Tuning, and LlamaIndex RAG Systems

AI Dev Meetup #25 NYC Recap: Mastering Swarm Agents, Unsloth Fine-Tuning, and LlamaIndex RAG Systems

Dive into the key takeaways from AI Dev Meetup #25 in NYC, featuring OpenAI's Swarm for multi-agent systems, Unsloth's 2x faster LLM fine-tuning, and LlamaIndex's advanced RAG pipelines for real-world AI apps.

AI DevelopmentDec 29, 20255 min read
Scaling Multi-Agent LLM Systems: From Quick Prototypes to Reliable Production Deployments

Scaling Multi-Agent LLM Systems: From Quick Prototypes to Reliable Production Deployments

Discover a practical roadmap for transforming experimental multi-agent LLM prototypes into robust production systems, using a real-world customer support case study with LlamaIndex.

AI EngineeringDec 29, 20255 min read
Key Insights from Working with AI: Page 2 of DeepLearning.AI Blog Highlights

Key Insights from Working with AI: Page 2 of DeepLearning.AI Blog Highlights

Discover essential articles on agentic AI, advanced prompting techniques, and practical AI workflows from the second page of DeepLearning.AI's Working with AI category, packed with actionable strategies for developers and practitioners.

Working with AIDec 29, 20255 min read
Mastering Working with AI: Essential Strategies, Patterns, and Pitfalls from DeepLearning.AI Experts

Mastering Working with AI: Essential Strategies, Patterns, and Pitfalls from DeepLearning.AI Experts

Unlock practical frameworks for integrating AI into workflows, from agentic design patterns and scalable pipelines to RAG best practices and multi-agent coordination. Explore GitHub resources and real-world lessons to build robust LLM applications.

Working with AIDec 29, 20255 min read
Upcoming DeepLearning.AI Courses: Master AI Skills with Expert-Led Programs

Upcoming DeepLearning.AI Courses: Master AI Skills with Expert-Led Programs

Discover the latest upcoming short courses and professional programs from deeplearning.ai. Unlock cutting-edge AI knowledge through hands-on learning with industry leaders like Andrew Ng.

AI EducationDec 29, 20255 min read
Working with AI: Essential Techniques from Prompt Engineering to AI Agents

Working with AI: Essential Techniques from Prompt Engineering to AI Agents

Unlock practical skills to harness AI effectively through prompt engineering, RAG, fine-tuning, tool integration, and agent development. Hands-on notebooks guide your journey.

AI DevelopmentDec 29, 20255 min read
DeepLearning.AI's Latest Press and News: Major Partnerships, Course Launches, and AI Advancements

DeepLearning.AI's Latest Press and News: Major Partnerships, Course Launches, and AI Advancements

Discover DeepLearning.AI's exciting updates, from collaborations with NVIDIA and World Labs to new agentic AI courses and educator programs—shaping accessible AI education worldwide.

AI EducationDec 29, 20255 min read
How AI Agents Are Attacking Robot Dogs: Uncovering Hidden Vulnerabilities in Physical Robotics

How AI Agents Are Attacking Robot Dogs: Uncovering Hidden Vulnerabilities in Physical Robotics

Researchers trained AI to exploit weaknesses in robot dogs, causing them to topple and malfunction in real-world tests. This breakthrough highlights urgent needs for robust AI in robotics.

AI ResearchDec 29, 20255 min read
OpenAI's Dota 2 Overlords: Superhuman AI Masters Complex Multiplayer Gaming

OpenAI's Dota 2 Overlords: Superhuman AI Masters Complex Multiplayer Gaming

OpenAI's latest AI agents dominate Dota 2 at professional levels, showcasing breakthroughs in reinforcement learning. Trained on massive compute, these 'Overlords' highlight scalable RL for real-world challenges.

AI ResearchDec 29, 20255 min read
Key AI Breakthroughs: Gemini 1.5 Pro's 1M Token Context, Grokking Phenomena, and Latest Research Insights

Key AI Breakthroughs: Gemini 1.5 Pro's 1M Token Context, Grokking Phenomena, and Latest Research Insights

Explore the latest in AI with Gemini 1.5 Pro's unprecedented 1 million token context window, new findings on grokking in mathematical reasoning, and other cutting-edge developments shaping the field.

AI ResearchDec 29, 20255 min read