All Articles
How to Auto-Resolve Git Conflicts with Claude Code — Merge and Rebase Strategies
Learn how to resolve Git merge conflicts efficiently using Claude Code. This guide covers 3-way merge fundamentals, rebase conflict handling, complex resolution patterns, and automation techniques with practical command examples.
When Claude Won't Respond, Runs Slow, or Stops Mid-Answer: How I Narrow It Down
A step-by-step way to isolate why Claude isn't responding, is unusually slow, or stops mid-answer: service, browser, then account. Includes a tiny script to measure your own busy hours, fixes for Claude Code Auto Mode and MCP stalls, and how to use the SDK's timeout and automatic retries so unattended jobs never freeze in silence.
Claude Opus 4.6 Extended Thinking Production Patterns — Controlled Reasoning
Master production-grade patterns for Claude Opus 4.6's Extended Thinking: budget_tokens design, cost optimization, error handling, streaming integration, and reasoning chain verification.
Claude Code Model Selection Strategy — Maximize Development Efficiency with /model and opusplan Mode
Learn how to strategically switch between Opus, Sonnet, and Haiku in Claude Code using the /model command. Discover opusplan mode, task-based model selection, and cost optimization techniques.
Building a Search-Augmented AI Assistant with Claude API: Web Search × Dynamic Filtering × Citations
Learn how to combine Claude API's Web Search Tool, Dynamic Filtering, and Citations API to build a production-grade search-augmented AI assistant that returns accurate, source-backed answers.
Claude API Pricing Guide 2026 — Current Model Rates, Batch API, Prompt Caching, and How to Estimate a Monthly Bill
Claude API pricing as of October 2026, checked against the official price table: Opus 5.5, Sonnet 5.5 and Haiku 5.5 rates, Batch API and Prompt Caching discounts, the tokenizer change that shifts real bills, and worked monthly estimates.
Claude Code Won't Start: Complete Diagnostic Checklist
Systematic guide for diagnosing Claude Code startup failures. Covers Node.js, npm, PATH, permissions, and proxy issues with step-by-step troubleshooting.
Claude API 429 Errors in Production: Lessons from Six Parallel Content Pipelines
When Claude API starts returning 429 Too Many Requests, the official exponential-backoff snippet alone is rarely enough. Drawing on six content pipelines run by one indie developer, this guide covers the real failure modes I have observed, working Python and TypeScript retry implementations with jitter, a token-bucket throttle, and concrete criteria for moving jobs to the Batch API.
Claude MCP Hybrid Architecture — Design Patterns for Combining Deterministic Tools with AI Reasoning
Learn how to build reliable AI agents using Claude MCP hybrid architecture. Combine deterministic tools with AI reasoning using patterns inspired by Andrew Ng's Tool Use framework.
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%.
Claude Code Not Working? Complete Troubleshooting Checklist — From Setup to Connection Issues
Getting started with Claude Code but nothing works? Commands fail, files aren't created, or you get connection errors. This beginner-friendly guide covers installation, configuration, common errors, and immediate fixes.
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.