Codex Knowledge Base
The Devil Is in the Interface: How Tool Architecture Shapes Your Codex CLI Agent's Behaviour
The Devil Is in the Interface: How Tool Architecture Shapes Your Codex CLI Agent’s Behaviour
Specification-First Convergence: What a 189-File Refactoring with Zero Post-Deployment Bugs Teaches Us About Codex CLI's Audit-Verification Workflow
Specification-First Convergence: What a 189-File Refactoring with Zero Post-Deployment Bugs Teaches Us About Codex CLI’s Audit-Verification Workflow
Skill Harnessing Patterns: What a Ten-Pattern Reference Architecture Reveals About Your Codex CLI Agent Plugins Strategy
Skill Harnessing Patterns: What a Ten-Pattern Reference Architecture Reveals About Your Codex CLI Agent Plugins Strategy
Does Fixing Break Security? What 5,968 Iterative LLM Repair Timelines Reveal About Security Regression — and How Codex CLI's PostToolUse Hooks Defend Your Iteration Loop
Does Fixing Break Security? What 5,968 Iterative LLM Repair Timelines Reveal About Security Regression — and How Codex CLI’s PostToolUse Hooks Defend Your Iteration Loop
IssueTrojanBench and Malicious Issue Requests: Why 66.5% of Adversarial Payloads Penetrate Your Coding Agent — and How Codex CLI's Trust Boundaries Fight Back
IssueTrojanBench and Malicious Issue Requests: Why 66.5% of Adversarial Payloads Penetrate Your Coding Agent — and How Codex CLI’s Trust Boundaries Fight Back
The Four-Layer Agentic Vulnerability Taxonomy: What an 85-Paper Systematic Review Reveals About Your Codex CLI Defence Stack
The Four-Layer Agentic Vulnerability Taxonomy: What an 85-Paper Systematic Review Reveals About Your Codex CLI Defence Stack
Diagnosis Before Recovery: What DARC's Selective Self-Correction Means for Your Codex CLI Error-Handling Strategy
Diagnosis Before Recovery: What DARC’s Selective Self-Correction Means for Your Codex CLI Error-Handling Strategy
Cyber-Capable Models and the Evaluation Containment Problem: What Codex CLI's Safer Auto-Review Defaults Actually Defend Against
Cyber-Capable Models and the Evaluation Containment Problem: What Codex CLI’s Safer Auto-Review Defaults Actually Defend Against
Consent Integrity and the Lies-in-the-Loop Attack: Why Your Approval Dialog Is Not a Security Boundary — and What Codex CLI's --approve-for-me Actually Defends
Consent Integrity and the Lies-in-the-Loop Attack: Why Your Approval Dialog Is Not a Security Boundary — and What Codex CLI’s –approve-for-me Actually Defends
Codex CLI with Playwright MCP: Browser Automation Through Accessibility Snapshots
Playwright MCP gives Codex CLI real browser access through structured accessibility snapshots rather than screenshots, enabling agent-driven verification, form testing, and test generation at a fraction of the token cost....