Claude Code + Codex for Multi-Model Development: Cost, Speed, and Quality (Practical Workflow)

If you still use one model for everything, you usually pay in one of three ways: higher cost, slower delivery, or more rework. A better setup is role-based collaboration: Claude Code for planning and quality gates, Codex for fast implementation and batch edits. ...

February 15, 2026 · 3 min · mengboy

MCP in Practice: Automated Browser Debugging with DevTools MCP

MCP sounds great in theory, but real-world setup often fails at browser debugging: AI cannot reach Chrome, cannot inspect network requests, and cannot collect performance traces. This guide gives you a copy-paste setup that works on Windows + WSL. ...

February 10, 2026 · 2 min · mengboy

Claude vs Codex vs OpenAI CLI: Which Workflow Actually Improves Dev Productivity

If you use AI as a chatbot only, these tools feel similar. In real engineering workflows, they behave very differently. My conclusion first: use Codex for repo-native coding changes, Claude for deep reasoning and long-form planning, and OpenAI CLI for standardized automation pipelines. ...

February 9, 2026 · 2 min · mengboy