Claude Code Patternsv1.0.0

An AI agent that handles customer service conversations over multiple turns. It uses the state machine query loop to manage dialogue state and the streaming tool executor to simultaneously fetch order data or knowledge base articles while generating responses, reducing latency. The error recovery withhold pattern ensures a smooth experience even when APIs fail.

In a DevOps pipeline, an agent reviews pull requests by executing multiple static analysis tools concurrently. The streaming tool executor parallelizes tool execution, while the multi-layer context compression keeps large codebases within token limits. The circuit breaker prevents endless retries on flaky analysis services.

A financial advisory bot that handles complex queries about investments, budgets, and transactions. It uses the state machine to manage multi-step financial planning, and the streaming executor to fetch real-time market data and account balances concurrently. Context compression ensures long-term user history is retained without overflow.

An internal agent that coordinates various business processes like document approval, data entry, and report generation. It leverages the state machine for reliable task sequencing and error recovery to handle partial failures gracefully. The task ID type design aids in logging and monitoring of different task types.

A health app agent that tracks patient symptoms, schedules appointments, and provides medication reminders. It uses the state machine to handle multi-day care plans and the streaming executor to concurrently query patient records and drug interaction databases. Withhold pattern ensures users aren't exposed to transient backend errors.

Offering the agent as a service with monthly or annual subscription plans, providing continuous support and updates. Revenue comes from subscription fees.

Charging customers based on the number of API calls, messages processed, or tools executed. This aligns costs with usage and scales with demand.

Providing specialized implementation, integration, and customization services for enterprise clients. Revenue generated from consulting fees, setup costs, and ongoing maintenance contracts.