Codex Knowledge Base
Cloud Agent Plugin Suites: AWS Led, Azure Followed, and the GCP Gap
In February 2026, AWS Labs open-sourced awslabs/agent-plugins — the first major cloud provider plugin suite built for AI coding agents . Five weeks later.
AWS Agent Plugins and the Compound Plugin Pattern: How Cloud Providers Are Shipping Production-Grade Agent Skills
On 17 February 2026, AWS Labs open-sourced awslabs/agent-plugins — the first major cloud provider plugin suite purpose-built for AI coding agents .
The Silent Guessing Problem: Why AI Coding Agents Don't Ask Clarifying Questions and What AMBIG-SWE Means for Codex CLI
A Carnegie Mellon research team has published one of the most practically important findings for agentic coding in 2026: when given ambiguous instructions.
Agnix: Linting Your Codex CLI Agent Configurations Before They Break Your Workflow
Your AGENTS.md is 600 lines of carefully crafted instructions. Your config.toml has nested profiles, MCP server declarations.
Codex CLI in Java Spring Teams: Plugging Into SonarQube, Jira, and Your Existing CI/CD Pipeline
Most Codex CLI content assumes you are starting fresh with a JavaScript or Python project. Enterprise Java Spring teams do not start fresh.
Codex CLI Session Persistence: Resume, Fork, and Analytics
The definitive reference for Codex CLI session management. Covers session architecture, resume semantics, fork workflows, JSONL analytics, thread search, and multi-session patterns.
From Manual Config to One-Click Pod: How Plugins Transform the Agentic Engineering Pod
The Agentic Engineering Pod — three humans (Context Architect, Value Engineer, Quality Engineer) amplified by agent capabilities — is a powerful delivery.
Gemma 4 on Codex CLI vs Claude Code: Same Model, Different Results
Joe Njenga recently documented his experience running Gemma 4 with Claude Code. I spent the same week running Gemma 4 with Codex CLI on two machines.
McAgile: The McDonaldization of Software Development Meets AI Coding Agents
In 1993, the sociologist George Ritzer published The McDonaldization of Society, arguing that the principles making McDonald's successful — efficiency.
AIPass: Persistent Multi-Agent Collaboration Across Codex CLI, Claude Code, and Gemini CLI
Every AI coding CLI session starts from scratch. You open Claude Code, explain the codebase, establish conventions, work through a problem.