Claude Agent Patterns: Prompts, Tools, and Context (Building Effective AI Agents)
Reusable code-level patterns for Claude agents — sectioned prompts, tool catalogs as UI, tiered context, and policy-as-data — with examples and a diagram.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
Reusable code-level patterns for Claude agents — sectioned prompts, tool catalogs as UI, tiered context, and policy-as-data — with examples and a diagram.
A linear, copy-paste walkthrough to build a working Claude agent — the loop, tool schemas, robust dispatch, budgets, and tracing, with code and a diagram.
How a Claude agent is wired internally — model loop, context store, tool router, MCP layer, and control plane — with a diagram, code, and pitfalls.
Practical cost optimization strategies for production AI agents — from prompt caching and model routing to token budgets and semantic caching that can cut LLM API costs by 50-80%.
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