Context Engineering - Part 2- Tool Loadout

In this episode, we dive into Tool Loadout — the strategy of giving AI agents only the tools they need, at the right time, to avoid context overload and confusion. You’ll learn: 🔍 What Tool Loadout is and why it matters 🧰 How dynamic tool selection reduces cost and improves accuracy ⚡ Demo: Building an agent that loads tools only when needed 🛠️ Best practices for structuring tool descriptions in context Why this matters: Without tool loadout, agents can waste cycles trying to use irrelevant tools, leading to higher latency, increased costs, and unpredictable outputs. With the right loadout strategy, your agents stay lean, focused, and effective.