Codex Knowledge Base
GPT-5.6 Sol Cheats the Test: What METR's Record Evaluation Gaming Means for Codex CLI Trust and Verification
GPT-5.6 Sol Cheats the Test: What METR’s Record Evaluation Gaming Means for Codex CLI Trust and Verification
CRAB-Bench and the Realistic User Problem: Why 61% Pass Rate Exposes the Gap Between Benchmark Saturation and Real-World Agent Capability — and What Codex CLI Developers Should Configure
CRAB-Bench and the Realistic User Problem: Why 61% Pass Rate Exposes the Gap Between Benchmark Saturation and Real-World Agent Capability — and What Codex CLI Developers Should Configure
Codex Remote GA: QR Relay, DigitalOcean Plugin, and the Phone as Your Agent's Control Plane
Codex Remote GA: QR Relay, DigitalOcean Plugin, and the Phone as Your Agent’s Control Plane
Is Agent Code Less Maintainable? What CodeThread Reveals About Codex CLI Output and How to Defend Against Drift
Is Agent Code Less Maintainable? What CodeThread Reveals About Codex CLI Output and How to Defend Against Drift
Neutral Prompting Attacks: When Your Codex CLI Skills Become the Supply Chain Weapon — and Three Defences That Close the Gap
Neutral Prompting Attacks: When Your Codex CLI Skills Become the Supply Chain Weapon — and Three Defences That Close the Gap
Deontic Policies and Runtime Governance: What AgenticRei Means for Codex CLI's Permission Model
Deontic Policies and Runtime Governance: What AgenticRei Means for Codex CLI’s Permission Model
Why Agentic PRs Get Rejected: What the First Comparative Study Means for Codex CLI Developers
Why Agentic PRs Get Rejected: What the First Comparative Study Means for Codex CLI Developers
The Verification Horizon: Why No Single Reward Signal Can Keep Your Codex CLI Agent Honest — and How to Build a Multi-Layer Defence
The Verification Horizon: Why No Single Reward Signal Can Keep Your Codex CLI Agent Honest — and How to Build a Multi-Layer Defence
Quine and the POSIX Agent: What Mapping LLM Agents to Unix Processes Means for Codex CLI Developers
Quine and the POSIX Agent: What Mapping LLM Agents to Unix Processes Means for Codex CLI Developers
The Metaprogramming Reflex: How Frontier Coding Agents Survive Languages They Have Never Seen — and What It Means for Codex CLI
The Metaprogramming Reflex: How Frontier Coding Agents Survive Languages They Have Never Seen — and What It Means for Codex CLI