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Advanced Claude API Debugging Patterns

clade-advanced-troubleshooting

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide for debugging complex Claude integration issues beyond basic error handling. It covers advanced patterns such as managing inconsistent outputs (temperature control), validating tool use calls, recovering from streaming connection drops, handling max_tokens truncation, and correctly processing image/vision inputs. Essential for building robust, production-grade AI applications with Anthropic's API.

Claude Application Architecture Patterns

clade-architecture-variants

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide detailing five robust architectural patterns for building applications powered by Claude, including Chatbot, RAG, Agent, Content Pipeline, and Evaluation. It provides complete code examples and decision matrices to help developers select the optimal architecture based on project requirements, cost, and complexity.

Optimize Anthropic API Costs

clade-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to minimizing expenses when utilizing the Anthropic Claude API. Learn advanced strategies including right-sizing models (Haiku, Sonnet, Opus), prompt caching (up to 90% savings), message batching, and effective token reduction techniques. Essential for building cost-efficient AI applications.

Collect Anthropic Debug Evidence

clade-debug-bundle

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive tool designed to help developers gather all necessary evidence when facing persistent issues or API errors with Anthropic's Claude models. It collects vital data points such as the request ID, full error payloads, status codes, and provides reproducible cURL commands, ensuring developers can file high-quality support tickets.

Install and Configure Anthropic Claude SDK

clade-install-auth

jeremylongshore/claude-code-plugins-plus-skills

This guide provides comprehensive, step-by-step instructions for installing and authenticating the Anthropic SDK. It covers setup for both Python and Node.js environments, detailing how to securely configure API keys using environment variables. Essential for developers starting new projects that integrate with Claude models.

Scaling Claude for High-Throughput Applications

clade-load-scale

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide for scaling Claude usage in high-throughput, enterprise-level applications. Learn four advanced strategies, including Message Batches for bulk processing, using p-limit for concurrency control, managing rate limit tier upgrades, and selecting the optimal model (e.g., Haiku) to balance speed and quality.

OpenAI To Anthropic Claude Migration Guide

clade-migration-deep-dive

jeremylongshore/claude-code-plugins-plus-skills

This guide provides a deep dive into migrating applications from OpenAI's GPT models to Anthropic's Claude API. It covers crucial API differences, including endpoint changes, response structure updates, handling the system prompt, tool use restructuring, and necessary SDK code swaps (e.g., TypeScript examples). Essential resource for developers transitioning AI backends.

Advanced Anthropic Messages API Patterns

clade-model-inference

jeremylongshore/claude-code-plugins-plus-skills

This guide covers advanced usage of the Anthropic Messages API. Learn how to implement real-time streaming responses, utilize system prompts for persona control, process visual inputs (Vision), and enforce structured data output (JSON). This is essential for building sophisticated, robust, and multi-modal Claude-powered applications.

Claude API Performance Optimization Guide

clade-performance-tuning

jeremylongshore/claude-code-plugins-plus-skills

This guide outlines advanced strategies to optimize latency and throughput when integrating Anthropic's Claude API. Learn critical techniques such as streaming responses, prompt caching, model selection (Haiku, Sonnet, Opus), and request parallelization, ensuring your applications provide a low-latency, high-performance user experience.

Anthropic Rate Limit Handling Guide

clade-rate-limits

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide for managing Anthropic API rate limits (RPM, TPM). Learn how to interpret rate limit headers, implement robust backoff strategies (exponential backoff with jitter), and optimize throughput using techniques like message batching and prompt caching to ensure reliable, high-volume API calls.

Claude Code Plugin Architecture Guide

clade-reference-architecture

jeremylongshore/claude-code-plugins-plus-skills

This comprehensive guide details the full plugin architecture for extending Claude Code. Learn how to build various extension points, including auto-activating skills, slash commands, specialized agents, and Model Context Protocol (MCP) servers. It serves as the definitive reference for integrating custom tools and workflows into the Claude ecosystem.

Migrate Anthropic Models And SDKs

clade-upgrade-migration

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide for developers on upgrading the Anthropic SDK versions and migrating between different Claude model generations. It covers best practices for version checking, reviewing breaking changes, updating model IDs across the codebase, running output comparison tests, and implementing gradual rollouts using environment variables to ensure stable deployment.

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