Agentic AI

100 articles

February 3, 2026·Agentic AI

From Chatbots to Coworkers: How Agentic AI Is Quietly Eating White-Collar Work

Discover how AI is evolving from simple chat interfaces to autonomous agents that act as coworkers. This guide explains agentic workflows, realistic use cases in support and research, and how your team can start small with AI agents.

February 3, 2026·Agentic AI

Building Your First AI Agent That Touches Production Safely

Taking your first AI agent from a prototype to a production environment is a major milestone. Learn the step-by-step process of defining tasks, designing tools, and setting the rigorous guardrails needed for safe deployment.

Agentic AI

From Chatbots to Coworkers: How Agentic AI Is Quietly Eating White-Collar Work

Building Your First AI Agent That Touches Production Safely

Final Capstone: The Autonomous Market Analyst

Module 1 Lesson 1: What Agentic AI Is

Module 1 Lesson 2: Agents vs Chatbots

Module 1 Lesson 3: Reasoning, Planning, and Acting

Module 1 Lesson 4: Deterministic vs Non-Deterministic Systems

Module 1 Lesson 5: When You Should Not Use Agents

Module 1 Lesson 6: Real-World Agent Use Cases

Module 1 Wrap-up: Your First Agentic Decision

Module 10 Lesson 1: What ADK Solves

Module 10 Lesson 2: Agent Lifecycle Management

Module 10 Lesson 3: Configuration-Driven Agents

Module 10 Lesson 4: Policy and Guardrails

Module 10 Lesson 5: Enterprise Integration

Module 10 Wrap-up: Scaling with Governance

Module 11 Lesson 1: Side-by-Side Comparison

Module 11 Lesson 2: When to use LangChain

Module 11 Lesson 3: When to use LangGraph

Module 11 Lesson 4: When to use CrewAI

Module 11 Lesson 5: Mixing Frameworks

Module 11 Wrap-up: The Strategic Selection

Module 12 Lesson 1: Why Agents Hallucinate

Module 12 Lesson 2: Prompt Engineering for Accuracy

Module 12 Lesson 3: Output Parsing and Validation

Module 12 Lesson 4: Self-Correction Loops

Module 12 Lesson 5: Benchmarking Agent Performance

Module 12 Wrap-up: Engineering for 99% Accuracy

Module 13 Lesson 1: Prompt Injection Attacks

Module 13 Lesson 2: Data Privacy and PII

Module 13 Lesson 3: Sovereignty and Local Models

Module 13 Lesson 4: Rate Limiting and Cost Guards

Module 13 Lesson 5: Compliance and Ethics

Module 13 Wrap-up: The Secure Perimeter

Module 14 Lesson 1: The Reliability Gap

Module 14 Lesson 2: Finite State Machines (FSMs)

Module 14 Lesson 3: Using LLMs as State Transitions

Module 14 Lesson 4: Constraining Output with Outlines

Module 14 Lesson 5: FSMs in Customer Service

Module 14 Wrap-up: The Sovereign Architect

Module 15 Lesson 1: Vector Databases for Agents

Module 15 Lesson 2: Semantic Caching

Module 15 Lesson 3: Monitoring and Logs

Module 15 Lesson 4: Scaling Agent Concurrency

Module 15 Lesson 5: CI/CD for Agents

Module 15 Wrap-up: Engineering for the Millions

Module 16 Lesson 1: The Chat Box is Not Enough

Module 16 Lesson 2: Generative UI

Module 16 Lesson 3: Streaming Intermediate Steps

Module 16 Lesson 4: Designing for Long Latency

Module 16 Lesson 5: Multi-Modal Agents

Module 16 Wrap-up: The Experience Engineer

Module 2 Lesson 1: Agent Components

Module 2 Lesson 2: Agent State

Module 2 Lesson 3: Short-Term vs Long-Term Memory

Module 2 Lesson 4: Tool Invocation Basics

Module 2 Lesson 5: Feedback Loops

Module 2 Wrap-up: Your First Minimal Agent

Module 3 Lesson 1: The ReAct Pattern

Module 3 Lesson 2: The Planner–Executor Pattern

Module 3 Lesson 3: The Supervisor Pattern

Module 3 Lesson 4: The Critic and Validator Pattern

Module 3 Lesson 5: Human-in-the-Loop Pattern

Module 3 Wrap-up: The Strategic Architect

Module 4 Lesson 1: Agents in LangChain

Module 4 Lesson 2: Tool Definitions

Module 4 Lesson 3: Agent Executors

Module 4 Lesson 4: Memory Integration

Module 4 Lesson 5: Agent Failure Modes

Module 4 Lesson 6: Cost and Loop Control

Module 4 Wrap-up: Your First LangChain Agent

Module 5 Lesson 1: Infinite Loops

Module 5 Lesson 2: Tool Abuse

Module 5 Lesson 3: Hallucinated Actions

Module 5 Lesson 4: Debugging Difficulty

Module 5 Lesson 5: Why Control Flow Matters

Module 6 Lesson 1: Why LangGraph Exists

Module 6 Lesson 2: Graph-Based Agent Architecture

Module 6 Lesson 3: Nodes, Edges, and State