Codex Knowledge Base
SAFe Was Bad for Agility. For AI Coding Agents, It's Worse.
Jeff Gothelfs recent article SAFe Was Bad for Agility. For AI, Its Catastrophic makes a sharp argument: the Scaled Agile Framework.
MCP Tool Annotations as Risk Vocabulary: How Codex CLI Uses Hints to Drive Approval Decisions
Every MCP server exposes tools. Some tools read a database schema. Others delete production tables. Without a shared language for expressing this.
codex-plugin-cc: OpenAI's Official Cross-Provider Bridge for Claude Code
On 30 March 2026, OpenAI did something unprecedented in the AI coding tool market: it shipped an official plugin that installs inside a competitor's.
Codex CLI and Turborepo: Agent-Aware Builds, Task Caching, and Remote Cache Integration
Turborepo 2.8 and 2.9 introduced first-class support for AI coding agents, making it the first major JavaScript build tool to explicitly optimise for agentic.
Remote Development with Codex CLI: App-Server WebSocket Transport, the --remote Flag, and Persistent Agent Sessions
The shift to remote-first development has been underway for years, but AI coding agents complicate matters. Codex CLI's interactive TUI traditionally.
Codex CLI Rate Limiting Behaviour: Backoff, Retry, and Quota Exhaustion Patterns
Rate limits are the most common operational failure mode in Codex CLI sessions, yet the retry machinery that handles them is poorly understood by most.
Codex CLI and Nx: Agent Skills, Project Graph Awareness, and Self-Healing CI for Monorepos
Monorepos are where AI coding agents stumble hardest. A 200-package Nx workspace has implicit dependency chains, shared libraries, generator conventions.
Codex CLI Governance APIs: Analytics Dashboard, Compliance Exports, and the Enterprise Audit Pipeline
Codex CLI ships three distinct data pipelines — client-side analytics, the Analytics API, and the Compliance API.
Dynamic Model Routing in Codex CLI: Mid-Session Switching, /fast Mode, and Service Tier Workflows
Not every turn in a Codex CLI session demands the same model, the same speed, or the same reasoning depth. A planning pass benefits from deep deliberation.
Codex CLI and Database Migrations: Atlas Skills, MCP Servers, and Schema-Driven Workflows
Database schema migrations sit at the intersection of precision and risk — the kind of task where agentic coding either shines or causes real damage. Codex.