Dev Guides
Python SDK, LangChain and automation
How to Build a Production Claude Agent Stack
A practical guide to combining Claude Computer Use, Browser Use, Skills API, and Files API into an agent that can research, act, create files, and stop for human approval.
HTTP 200, business failure: 7 API acceptance checks
HTTP 200 does not prove an LLM response is complete, parseable, or executed. Use these seven checks before shipping an AI API integration.
Anthropic Knowledge Work Plugins: A Practical Team Guide for Claude Workflows
A practical guide to Anthropic's knowledge-work-plugins: what plugins are, how they differ from Skills and MCP connectors, which ones teams should install first, and how to manage security, cost, and local tool adaptation.
Claude Opus 5 System Prompt Lessons: Write Cleaner CLAUDE.md Rules for Agent Workflows
Public discussion around Claude Opus 5's system prompt points to a practical lesson: stronger agents need cleaner project rules, explicit boundaries, skill routing, and model-cost discipline.
AI Workflow Maturity Assessment: From Chat Prompts to Reusable Agent Workflows
A practical seven-level self-assessment for moving from one-off AI chats to repeatable AI workflows with context, templates, permissions, cost tracking, and human review.
n8n vs Dify vs Open WebUI: Which One Should You Use with Claude API?
A practical selection and integration guide for using ClaudeAPI with n8n, Dify, and Open WebUI without overbuilding your AI workflow stack.
Claude Code In-App Browser: How to Turn AI Coding into a Verifiable Workflow
Claude Code's desktop browser pane is not just another window. It helps teams define acceptance criteria, permission boundaries, and review steps for agentic coding work.
Claude API Key Security and Rotation Checklist for Teams
A practical guide to managing Claude API keys safely across environments, projects, CI/CD, servers, screenshots, support workflows, and incident response.
How to Handle Claude API 429 Rate Limits in Production
A production-focused guide to Claude API rate limits, retry logic, concurrency control, prompt caching, and model routing.
How to Migrate OpenAI API Code to Claude API
A practical migration guide for moving existing OpenAI SDK projects to Claude API through ClaudeAPI's OpenAI-compatible endpoint.
Claude Code + HyperFrames Hands-On: Running the Full AI Video Asset Generation Workflow Locally
Use Claude Code with HyperFrames by HeyGen to run the full workflow from prompt to a 30-second 1080×1920 vertical MP4. Includes skill installation, environment checks, troubleshooting notes, and a same-topic comparison with Codex App.
Practical Guide to Extended Thinking: How to Use Thinking Budgets in the Opus 4.7 Era
Claude Opus 4.7 has deprecated budget_tokens and only accepts adaptive thinking with the effort parameter. This article covers complete Extended Thinking call patterns for Opus 4.7, Opus 4.6, and Sonnet 4.6, the correct way to use interleaved thinking in tool loops, prompt caching pitfalls, and a scenario-based effort selection table.