#Advanced73 pages

Pages tagged Advanced across 30 sections.

ADR Template: Single Agent vs Orchestrator for a New Workflow Guardrails for Multi-Agent Systems: Bounding Cost and Scope Prompt Chaining vs Routing: Choosing Your Orchestration Pattern

Delegation & Description

Context Windows and Why Description Quality Matters Writing a Project Brief Claude Can Act On

Discernment & Diligence

Diligence as an Iterative Practice, Not a One-Time Check Reviewing an Artifact Line by Line Before Shipping It Signs an AI Output Needs a Second Look

AI Safety

Constitutional AI: How Anthropic Trains Claude's Values

Building MCP Servers

Authenticating Remote MCP Servers Testing MCP Servers Before Deployment Versioning and Rate Limiting MCP Tool Schemas Reference

Claude Agent SDK

Claude Agent SDK Deployment Patterns Reference

API Fundamentals

Building a Reusable Claude API Client Wrapper Claude API Error Codes and Troubleshooting Reference Handling Rate Limits with Exponential Backoff

Context Management

Auditing What's Eating Your Claude Code Context Window Writing a CLAUDE.md File That Actually Gets Followed

Core Workflows

A Checklist for Reviewing Claude Code's Proposed Diffs

Context & Tokens

Context Windows: Why Claude Has a Memory Limit Temperature, Top-p, and Top-k: Controlling Claude's Randomness When to Rely on Claude's Extended Thinking

LLM Fundamentals

How Anthropic Trains and Ships New Claude Models Inside the Transformer: How Neural Networks Power Claude Why Claude Sometimes Gets Things Wrong

Designing Skills

Common Mistakes That Make a Skill Hard for Claude to Find or Use Scoping a Skill's Tool Access With allowed-tools

Enterprise Deployment

Building a Self-Hosted Gateway for Routing, Caching, and Fallback Data Residency and Region-Pinning Checklist for Regulated Workloads Multi-Provider Fallback Patterns for Gateway Outage Resilience

Governance & Compliance

Compliance Checklist Before Rolling Out Claude Enterprise-Wide How DLP Considerations Apply to Claude Conversations Writing PII Handling Guidance for Teams Pasting Sensitive Data

MCP Concepts

Building Reusable Prompt Templates with MCP Prompts Choosing Between stdio and HTTP/SSE Transports for MCP MCP Tunnels for Private Network Access Reference

Messages API

Handling Mixed Content Blocks: Text, Image, and Tool Results in One Turn Implementing Mid-Conversation System Messages on Claude Opus 4.8 Managing Conversation History and Trimming for the Context Window

Multi-Step Delegation

Common Orchestration Patterns for Chaining Skills and Routines Together

Other SDKs

Migrating an OpenAI SDK Codebase to Claude OpenAI Compatibility Layer Parameter Mapping Reference

Projects & Artifacts

Artifact Types at a Glance: Documents, Code, Diagrams, Apps Editing and Iterating on an Artifact What Makes a Good Project: Scope and Shared Context

Prompt Caching

Caching Strategy for Multi-Turn Agent Conversations Debugging Silent Cache Invalidators in Long Prompts Using the Cache Diagnostics Beta to Trace cache_miss_reason

Context Engineering

ADR Template: Setting a Context Window Budget for a Production Agent Avoiding Redundant Tool Calls in Multi-Turn Agent Loops Tuning the Effort Parameter for Cost vs Reasoning Depth

Prompting Claude

Few-Shot Examples: Teaching Claude by Demonstration Iterative Refinement: Turning a Rough Prompt into a Great One XML Tags for Structuring Complex Prompts: A Quick Reference

Python SDK

Building a Custom HTTP Client for the Python SDK Handling Streaming Tool Use in Async Python Workflows Type-Hinted Response Models in the Python SDK

Scheduled Tasks

Connected Tools and Skills: What a Routine Can Access While Running Setting Up a Weekly Digest Routine Step by Step

Security & RAG

Chunking Strategies and Hybrid Search for Retrieval-Augmented Claude Pipelines Combining RAG Retrieval with Prompt Caching for Cost-Efficient Pipelines Secrets Handling and Preventing Data Exfiltration Through Tool Use

Streaming

Combining Streaming with the Tool Use Loop Streaming Extended Thinking Blocks to the Frontend

Tool Use

Executing Parallel Tool Calls in a Single Turn Scaling to Hundreds of Tools with the Tool Search Tool

Reliability

Prompt Cache Miss Storms: Diagnosing Sudden Cost and Latency Spikes Retry and Exponential Backoff Strategies for Transient Claude API Failures

TypeScript SDK

Building a Streaming Chat Endpoint with Next.js and the TypeScript SDK Strongly Typed Tool Definitions with Zod in TypeScript

Usage & Cost Tracking

ADR Template: A Chargeback Model for Multi-Team API Key Usage Building a Cost Dashboard from Uncached, Cached, and Output Token Breakdowns Enterprise Analytics API: Per-User Cost Attribution Across Chat and Claude Code

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Python List Explainer Cheatsheet Context Window Prompt Caching Streaming Adr

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