Claude Enterprise Architecture: How It Fits Together
Trace a request through Claude's enterprise architecture: gateway, model tier, MCP tools, memory, and the control plane that keeps it secure at scale.
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
From the blog
Trace a request through Claude's enterprise architecture: gateway, model tier, MCP tools, memory, and the control plane that keeps it secure at scale.
Overview of agent evaluation benchmarks including SWE-Bench Verified, GAIA, custom evaluation frameworks, and how to build your own eval pipeline for production agents.
Deep technical exploration of reasoning patterns for AI agents: Chain-of-Thought prompting, ReAct loops combining reasoning with action, and Tree-of-Thought branching search strategies.
How healthcare AI agents handle real workflows: appointment booking with provider matching, insurance eligibility checks, symptom triage, HIPAA compliance, and EHR integration patterns.
Step-by-step tutorial on building production voice agents using OpenAI's Realtime API with WebRTC, server VAD, PCM16 audio streaming, and Twilio telephony integration.
Build a research agent that searches the web, extracts and synthesizes data, and generates formatted reports using OpenAI Agents SDK and web search tools.
Learn how to build CI/CD pipelines for AI agents with prompt regression tests, tool integration tests, canary deployments, and automated rollback on quality degradation.
Deep dive into Claude Sonnet 4.6 for coding and agentic tasks — $3/$15 pricing, 64K output tokens, benchmark results, and when to choose Sonnet over Opus for production agents.
Comparison of computer use capabilities across Claude, GPT-5.4, and Gemini including accuracy benchmarks, speed tests, supported applications, and real-world limitations.