Codex Knowledge Base
Self-GC and the Object Lifecycle Model: Why Chronological Pruning Destroys Future Dependencies — and How to Configure Codex CLI's Compaction for Structured Context Governance
Self-GC and the Object Lifecycle Model: Why Chronological Pruning Destroys Future Dependencies — and How to Configure Codex CLI’s Compaction for Structured Context Governance
Locate-and-Judge: How Attention-Based Detection Finds Malicious Agent Skills at Marketplace Scale — and How to Harden Your Codex CLI Plugin Stack
Locate-and-Judge: How Attention-Based Detection Finds Malicious Agent Skills at Marketplace Scale — and How to Harden Your Codex CLI Plugin Stack
Frontier Coding Agents Use Metaprogramming to Escape Unfamiliar Languages — What EsoLang-Bench Reveals and How Codex CLI's Sandbox Makes It Work
Frontier Coding Agents Use Metaprogramming to Escape Unfamiliar Languages — What EsoLang-Bench Reveals and How Codex CLI’s Sandbox Makes It Work
EvoCode-Bench Exposes the Multi-Turn Gap: Why Coding Agents Degrade Over Iterative Rounds — and How Codex CLI's Goal Mode, Workspace Persistence, and Hook Gates Defend Against It
EvoCode-Bench Exposes the Multi-Turn Gap: Why Coding Agents Degrade Over Iterative Rounds — and How Codex CLI’s Goal Mode, Workspace Persistence, and Hook Gates Defend Against It
CVE-2026-35603 and the Configuration Trust Problem: Why AI Coding Tools Need Layered Enforcement — and How Codex CLI's Managed Requirements Architecture Delivers It
CVE-2026-35603 and the Configuration Trust Problem: Why AI Coding Tools Need Layered Enforcement — and How Codex CLI’s Managed Requirements Architecture Delivers It
Coding Agents Are Guessing: What UnderSpecBench Reveals About Action-Boundary Violations — and How Codex CLI's Approval Architecture Defends Against Them
Coding Agents Are Guessing: What UnderSpecBench Reveals About Action-Boundary Violations — and How Codex CLI’s Approval Architecture Defends Against Them
Cheap Code, Costly Judgment: What a 420 KLOC Case Study Reveals About Governance Conversion — and How Codex CLI's Hook Architecture Operationalises It
Cheap Code, Costly Judgment: What a 420 KLOC Case Study Reveals About Governance Conversion — and How Codex CLI’s Hook Architecture Operationalises It
AI Writes Faster Than Humans Can Review: What an Enterprise 2× Mandate Reveals About the Review Bottleneck — and How Codex CLI's Guardian Architecture Absorbs the Load
AI Writes Faster Than Humans Can Review: What an Enterprise 2× Mandate Reveals About the Review Bottleneck — and How Codex CLI’s Guardian Architecture Absorbs the Load
Tool-Selection Failures and the Readout Bottleneck: Why Your Agent Sees the Right Tool but Picks the Wrong One — and How Codex CLI's Filtering Stack Closes the Gap
Tool-Selection Failures and the Readout Bottleneck: Why Your Agent Sees the Right Tool but Picks the Wrong One — and How Codex CLI’s Filtering Stack Closes the Gap
SWE-Chain and the Chained Upgrade Problem: Why Your Agent Breaks at Version Three — and How Codex CLI's Goal Mode Keeps the Chain Intact
SWE-Chain and the Chained Upgrade Problem: Why Your Agent Breaks at Version Three — and How Codex CLI’s Goal Mode Keeps the Chain Intact