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Codex CLI engineering workflows and the Model Context Protocol (MCP) in practice.
2 channels · 8 articles
Codex
4 articlesCodex CLI vs Cursor vs Aider vs Claude Code: 2026 AI coding tools compared
Codex CLI / Cursor / Aider / Claude Code side-by-side: positioning, model support, UI/UX, CI fit, cost curve, migration cost. Decision matrix for teams and individual developers.
Read articleCodex CLI in GitHub Actions: production-grade CI integration
Plug Codex CLI into GitHub Actions for automatic PR review / test generation / doc sync. Covers OAuth vs API-key auth, npm caching, worktree concurrency isolation, audit and budget guardrails.
Read articleCodex Team Workflow: worktrees, reviews, and CI integration
How to use Codex CLI in a team without breaking things: independent git worktrees, diff review, CODEOWNERS, CI integration, sensitive-path whitelist, and PR review checklist.
Read articleGetting started with OpenAI Codex CLI: from install to daily use
A practical guide to installing OpenAI's Codex CLI, configuring auth, shipping your first change, and integrating it into daily coding.
Read articleMCP
4 articlesMCP server development: protocol, debugging, security, and production deployment
MCP server production essentials: protocol deep-dive (JSON-RPC 2.0 / lifecycle / capabilities negotiation), Inspector debugging, transport selection (stdio / Streamable HTTP / SSE), security modes (prompt injection / OAuth scope / audit).
Read articleDeploy MCP Server to Cloudflare Workers: MCP at the Edge
Deploy MCP Server to Cloudflare Workers: stdio to Streamable HTTP conversion, Edge Runtime limits, KV persistence, wrangler config, and a production checklist.
Read articleBuild Your Own MCP Server: From Zero to Published
Build and ship an MCP Server with @modelcontextprotocol/sdk: project setup, declaring tools, choosing stdio vs Streamable HTTP, local testing, OAuth, and a launch checklist.
Read articleModel Context Protocol: how MCP works and how to build on it
What MCP is, how it standardizes tool calling for LLMs, and how to build an MCP server that exposes your data or APIs to ChatGPT, Claude, and Cursor.
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