Claude Agent SDK: Building Production AI Agents — A Developer's Guide
Complete developer guide to Anthropic's Claude Agent SDK — installation, agent creation, tools, multi-agent patterns, error handling, and production deployment.
11 min read
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AI Voice Agent Insights & Guides
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
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WebSocket Transport for Low-Latency Agent Communication
Enable WebSocket transport in the OpenAI Agents SDK for persistent connections, reduced latency, and faster multi-turn agent interactions using set_default_openai_responses_transport.
11 min read
Chat Agent with Code Interpreter for Data Analysis
Build a data analysis chat agent using the OpenAI Agents SDK CodeInterpreterTool that executes Python code, generates visualizations, processes uploaded files, and returns structured results.
15 min read
Server-Managed Conversations with OpenAI Conversations API
Use the OpenAI Conversations API with conversations.create, previous_response_id chaining, and auto_previous_response_id for server-side history management in AI agents.
9 min read
Agentic AI with FastAPI: Production Backend Architecture Patterns
Production patterns for agentic AI backends with FastAPI — WebSocket streaming, background agent tasks, dependency injection, and Pydantic models for agents.
11 min read
PII Detection and Redaction in Agent Pipelines
Learn how to build a hybrid regex and LLM-based PII detection and redaction system for AI agent pipelines, with output sanitization, reversible tokenization, and GDPR compliance patterns.
11 min read
Agentic AI CI/CD: GitHub Actions for Automated Agent Testing and Deployment
Build CI/CD pipelines for agentic AI using GitHub Actions with prompt regression tests, LLM evaluation, canary deployments, and rollback strategies.
10 min read
Running Agents: Runner.run(), run_sync(), and run_streamed() Explained
Master the three execution methods in the OpenAI Agents SDK. Learn when to use async run(), synchronous run_sync(), and streaming run_streamed() with practical code examples.
13 min read
Building a Knowledge Base Chat Agent with OpenAI Vector Stores
Build a knowledge base chat agent using OpenAI's vector stores API for document upload, chunking, semantic search, citation-grounded answers, and automatic knowledge base maintenance.
13 min read
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