Introduction As AI agents become more powerful and widely deployed, two critical operational challenges emerge: rate limits and token costs. These factors directly affect the scalability, performance, and profitability of AI systems. Platforms such as OpenAI, Google, and Microsoft impose usage limits and pricing models based on tokens, making it essential for developers to design
Introduction Imagine having a conversation with a customer service agent who forgets what you said two minutes ago. Frustrating, right? Now imagine that agent remembers every interaction you’ve ever had—your preferences, past issues, and even your tone—and uses that knowledge to serve you better. This is the power of AI agent memory. Memory is the foundation
Introduction Imagine a team of specialists working on a complex problem. One expert researches market trends, another analyzes financial data, a third drafts recommendations, and a fourth reviews the final output for quality. Each focuses on what they do best, communicating seamlessly to deliver results faster and more reliably than any individual could alone. This