Codex Knowledge Base
SpecPath and Specification-Path Sensitivity: Why Your Coding Agent Fails When Requirements Evolve — Even When the Final Spec Is Identical
SpecPath and Specification-Path Sensitivity: Why Your Coding Agent Fails When Requirements Evolve — Even When the Final Spec Is Identical
Shared Organisational Memory for Enterprise Coding Agents: What a Production Deployment Reveals About Knowledge Capture in Codex CLI
Shared Organisational Memory for Enterprise Coding Agents: What a Production Deployment Reveals About Knowledge Capture in Codex CLI
Self-Reflective APIs: Why Structured Error Recovery Beats Plain English for Coding Agents — and How to Build It into Codex CLI
Self-Reflective APIs: Why Structured Error Recovery Beats Plain English for Coding Agents — and How to Build It into Codex CLI
SecTDD and Security Tests as Executable Specifications: Why Showing Tests Upfront Boosts Secure Code Generation by 19 Percentage Points — and How to Wire It into Codex CLI
SecTDD and Security Tests as Executable Specifications: Why Showing Tests Upfront Boosts Secure Code Generation by 19 Percentage Points — and How to Wire It into Codex CLI
Prompt-Induced Waste in Coding Agents: Why Your Instructions Are Burning Tokens — and How Bounded-Efficiency Prompts Cut the Bill in Codex CLI
Prompt-Induced Waste in Coding Agents: Why Your Instructions Are Burning Tokens — and How Bounded-Efficiency Prompts Cut the Bill in Codex CLI
Do Personalized Skills Help Coding Agents? Why Generic Guidance Outperforms Developer-Specific Preferences — and What It Means for Your AGENTS.md and Skill Catalog in Codex CLI
Do Personalized Skills Help Coding Agents? Why Generic Guidance Outperforms Developer-Specific Preferences — and What It Means for Your AGENTS.md and Skill Catalog in Codex CLI
Persistent Recursive Worlds and Autonomous Software Evolution: What a 250k-Line Compiler Built by Finite-Lived Agents Means for Codex CLI's Session Architecture
Persistent Recursive Worlds and Autonomous Software Evolution: What a 250k-Line Compiler Built by Finite-Lived Agents Means for Codex CLI’s Session Architecture
Credential Exfiltration Defence in Depth: From Activation Probes to Codex CLI's Shell Environment Policy
Credential Exfiltration Defence in Depth: From Activation Probes to Codex CLI’s Shell Environment Policy
Catastrophic Remembering: Why Your AGENTS.md Keeps Growing and How Prompt Comments Fix It
Catastrophic Remembering: Why Your AGENTS.md Keeps Growing and How Prompt Comments Fix It
The Bitter Lesson of Tool Calling: Why Programmatic Tool Use Outperforms JSON — and What It Means for Codex CLI
The Bitter Lesson of Tool Calling: Why Programmatic Tool Use Outperforms JSON — and What It Means for Codex CLI