Articles tagged with “ai-agent”

Reinforcement Learning Explained: Core Concepts & Examples

Learn what reinforcement learning (RL) is through clear explanations and examples. This guide covers core concepts like MDPs, agents, rewards, and key algorithm

35 min read

12/20/2025

reinforcement learning machine learning deep reinforcement learning q-learning markov decision process ai agent exploration vs exploitation actor-critic methods

AI Agents vs. AI Workflows: Why Pipelines Dominate in 2025

Explore the difference between autonomous AI agents and structured AI workflows. Learn why deterministic AI pipelines dominate production deployments in 2025.

40 min read

11/5/2025

ai agent ai workflow ai pipeline mlops agentic ai autonomous ai production ai llm applications ai

Integrating MCP Servers for Web Search with Claude Code

A comprehensive guide to MCP servers for Claude Code web search, including Brave Search, Perplexity Sonar, Bright Data, and Firecrawl. Updated for 2026 with MCP Tool Search, OAuth authentication, and managed configuration.

30 min read

8/4/2025

mcp model context protocol claude code ai agent tool use api integration internet search anthropic ai