All Articles
Claude API Think Tool — Dramatically Improve Tool Call Accuracy with Interleaved Reasoning in Agentic Workflows
Master the Claude API Think Tool pattern. Learn the key differences from Extended Thinking, implement interleaved reasoning in agent loops, and apply production design patterns that improve tool call accuracy by up to 54%.
How to Handle Claude API Rate Limits and Token Errors — Solving 429/529 Errors
Comprehensive guide to handling Claude API rate limiting, 429 Too Many Requests, 529 Overloaded errors, and token limits. Covers retry strategies, exponential backoff, token optimization, and production best practices.
Claude API Batch Processing— Cut Costs by 50%
Master Anthropic's Message Batches API to reduce Claude API costs by 50%. Learn implementation, use cases, and how to combine batching with prompt caching for up to 95% savings.
Claude Long-Term Memory with MCP — Production Implementation Guide
A production-grade walkthrough of long-term memory with MCP — vector DB metrics, scale-based DB selection, and the embedding-model pitfalls the official docs don't mention.
Building a Text-to-SQL Intelligent Agent with Claude API — Schema Inference, Query Optimization, and Secure Execution for Production
Learn how to build an intelligent agent that converts natural language to SQL using the Claude API. Covers schema inference, query optimization, security hardening, and production-grade implementation patterns.
Production Voice Agents with Claude API: Lessons from Running 6 Indie Apps
Whisper/Deepgram, Claude API, and TTS engines orchestrated for a production voice agent — written by an indie developer running this stack on Cloudflare Workers and Cloud Run with real latency budgets, cost breakdowns, and fallback strategies.
Build a Slack Bot with Claude API — A Practical Guide to AI-Powered Workplace Automation
Learn how to build an AI-powered Slack chatbot using Claude API and the Slack Bolt SDK. Step-by-step guide covering mention responses, threaded conversations, and Tool Use integration with production-ready code.
Claude API Context Editing Guide — Selectively Clear Tool Results and Thinking Blocks to Optimize Your Context Window
Learn how to use Claude API's Context Editing beta to selectively clear tool results and thinking blocks. Practical implementation patterns and code examples for optimizing agentic workflow context.
Claude Agent SDK: Multi-Agent System Design Patterns
Master three fundamental multi-agent architecture patterns: orchestrator, pipeline, and mesh. Build production-ready systems with error handling, state management, and scaling strategies using TypeScript and the Claude Agent SDK.
Claude API Production Resilience Patterns — Model Routing, Circuit Breakers, and Fallback Strategies for Indie Teams
Production resilience patterns for Claude API: circuit breakers, intelligent model routing, fallback chains, exponential backoff with jitter, and disaster recovery — with TypeScript implementations and operational lessons from running Dolice Labs across four sites as an indie developer.
Building LLM Evaluation Pipelines with Claude API — Claude-as-Judge, Prompt A/B Testing, and Quality Scoring Patterns
Learn how to design and implement LLM evaluation pipelines using Claude API. Covers Claude-as-Judge patterns, prompt A/B testing frameworks, quality scoring systems, and regression testing for production applications.
Building AI Application Observability with Claude API and OpenTelemetry
Learn how to integrate OpenTelemetry with your Claude API applications for unified tracing, metrics, and logging. Covers token usage visualization, latency monitoring, cost alerting, and distributed tracing for agent workflows.