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.
Claude Multi-Agent Orchestration: Coordinate Teams of AI Agents with MCP
Scale beyond single-agent limits by orchestrating teams of Claude AI agents with MCP servers for complex, collaborative workflows.
Claude 4 vs Grok 3: 2025 Agent Benchmarks for Long-Context Tasks
Claude 4 crushes Grok 3 in 2025 long-context agent benchmarks—or does it? Unpack data-driven results on multi-step tasks that matter for real-world AI deployments.
Claude Sales Playbook: Build Lead Qualification Agents with Tool Calling
Struggling with manual lead qualification? Build powerful AI agents using Claude's tool calling to automate CRM lead scoring and personalized outreach, transforming your sales pipeline.
Build Voice AI with Claude and ElevenLabs: Transcription to Response Loops
Build lifelike voice AI agents that transcribe speech, reason with Claude, and respond in natural voices using ElevenLabs. Follow this step-by-step tutorial for real-time conversational loops.
Go SDK for Claude: Lightning-Fast Bots for Slack and Discord
Tired of laggy AI bots disrupting team chats? Build ultra-fast Claude-powered bots for Slack and Discord using Anthropic's Go SDK in this step-by-step guide.
Create RAG Pipelines with Claude and MCP Servers: Advanced Tutorial
Supercharge your Claude AI apps with RAG pipelines using MCP servers and Pinecone. This tutorial dives into building scalable, context-aware systems for precise responses.
Build Scalable AI Agents with Claude's New Tool Calling in 2025
Unlock the power of Claude's enhanced tool calling to build scalable AI agents that autonomously handle complex workflows. This guide provides TypeScript code examples for developers ready to deploy p
Build Custom MCP Servers for Claude: Extend Tools with GraphQL APIs
Extend Claude's tool capabilities by building custom MCP servers that connect to GraphQL APIs for dynamic, schema-flexible data retrieval. This tutorial provides step-by-step code to get you started.
Claude Function Calling Mastery: Dynamic Tools for Python AI Agents
Supercharge your Claude AI agents with dynamic function calling. Master adaptive tools, error handling, and Python SDK patterns for production-ready architectures.
Claude MCP for CRM: Build Salesforce Tool Servers for Sales Teams
Unlock Claude's power directly in Salesforce: build MCP servers for seamless lead scoring, data sync, and sales automation without leaving your chat.
Voice AI Agents with Claude API: Real-Time Transcription and Response
Build real-time voice AI agents with Claude API and browser Speech APIs. Follow this Python tutorial to create an interactive web app for seamless speech-to-text, intelligent responses, and text-to-sp
Claude MCP Servers for HR: Automate Resume Parsing and Candidate Matching
Revolutionize HR recruitment with Claude MCP servers: automate resume parsing and candidate matching securely, using Claude AI's powerful tools without compromising privacy.
AI Agents with Claude and Tailwind CSS: Generate Responsive UIs Dynamically
Harness Claude AI to build agents that dynamically generate responsive Tailwind CSS React components. This tutorial delivers a complete Next.js app with live previews and Vercel deployment.
MCP Servers for Claude: Custom Toolchains for Advanced Prompt Engineering
Supercharge your Claude prompts with MCP servers: custom toolchains that inject domain-specific tools for superior reasoning in any niche. Follow this step-by-step guide to build your own.
Scale Claude Agents for DevOps: Automate CI/CD with Rust and Anthropic SDK
Struggling with CI/CD pipeline fires? Build scalable Claude agents in Rust using the Anthropic SDK to automate monitoring, bug triage, and deployments—saving hours weekly.
Build Multi-Tool AI Agents with Claude 4 API: TypeScript Tutorial for Developers
Build powerful multi-tool AI agents with Claude's latest API in TypeScript. Chain web search, code execution, and file operations for truly autonomous workflows—step-by-step tutorial inside.
What is an AI Engineer? Essential Skills, Roadmap, Salary Guide & Job Outlook 2024
Discover the role of an AI Engineer: daily tasks, must-have skills, how it differs from ML Engineers, a practical career roadmap, salary ranges, and booming job market trends.
Demystifying Tools in Claude AI: A Complete Guide to Enhancing Model Capabilities
Discover how Claude's tool use feature overcomes LLM limitations by integrating external functions for real-time data, computations, and actions. Unlock powerful AI applications with practical examples and code.
What Are AI Agents? Your Complete Guide from Basics to Building Autonomous Systems
Discover what AI agents are, how they differ from simple chatbots, and explore frameworks to build your own. From core components to advanced types, get actionable insights to create intelligent, goal-driven AI.
Evalite v1 Preview: Open-Source Framework for Robust AI Agent Evaluation
Evalite v1 is a lightweight, open-source tool designed for developers to evaluate AI agents effectively. Model-agnostic and Claude-optimized, it simplifies benchmarking with YAML configs and modular evals.
Mastering Model Context Protocol (MCP): Complete Hands-On Tutorial for Smarter AI Context Management
Discover Model Context Protocol (MCP), the game-changing standard for structuring context in LLMs like Claude. Learn to build efficient, hallucination-free AI apps with practical examples and code.
Build Your First Naive AI Agent with Claude: Complete Day 1 Workshop Guide
Dive into constructing a basic AI agent using Claude's API and simple tools. This hands-on workshop walks you through setup, tool integration, and running your first agent for real-world tasks.
Mastering Persistence in AI Agents: Day 2 Workshop with Claude API
Dive into building AI agents that remember across sessions using Claude's Filesystem API. Learn step-by-step to create persistent memory for smarter, stateful interactions.
Unlocking Claude's Power: Advanced Prompting Patterns from Day 9 Workshop
Dive into sophisticated prompting techniques like Multi-Agent systems, Chain-of-Thought, and more to elevate your Claude AI interactions. This guide rewrites the AI Hero Day 9 workshop with practical examples and deeper insights.