Codex Knowledge Base
Agentic Agile-V and the SCOPE-V Loop: Moving from Vibe Coding to Verified Engineering with Codex CLI
Agentic Agile-V and the SCOPE-V Loop: Moving from Vibe Coding to Verified Engineering with Codex CLI
Workflows as Knowledge Objects: Why Semantic Persistence and the Derive/Infer Boundary Matter for Your Codex CLI Sessions
Workflows as Knowledge Objects: Why Semantic Persistence and the Derive/Infer Boundary Matter for Your Codex CLI Sessions
Specification Grounding and the +38-Point Test Gap: Why Your Codex CLI Test Gates Need Enumerated Rules, Not More Tests
Specification Grounding and the +38-Point Test Gap: Why Your Codex CLI Test Gates Need Enumerated Rules, Not More Tests
Red-Teaming the Agentic Red-Team: What a 97.8% Agent-Phishing Success Rate Means for Your Codex CLI Security Posture
Red-Teaming the Agentic Red-Team: What a 97.8% Agent-Phishing Success Rate Means for Your Codex CLI Security Posture
From Prompts to Contracts: What Harness Engineering Means for Auditable Codex CLI Workflows
From Prompts to Contracts: What Harness Engineering Means for Auditable Codex CLI Workflows
Payload-Less Skill Attacks: What SkillHarm and Semantic Compliance Hijacking Mean for Your Codex CLI Plugin Stack
Payload-Less Skill Attacks: What SkillHarm and Semantic Compliance Hijacking Mean for Your Codex CLI Plugin Stack
PatchFusion and the Pass@k-to-Pass@1 Problem: Why Your Codex CLI Needs a Patch Selection Strategy
PatchFusion and the Pass@k-to-Pass@1 Problem: Why Your Codex CLI Needs a Patch Selection Strategy
Lingering Authority: Why Your Coding Agent Keeps Permissions It No Longer Needs — and What PORTICO, Agent libOS, and Codex CLI's Approval Stack Can Do About It
Lingering Authority: Why Your Coding Agent Keeps Permissions It No Longer Needs — and What PORTICO, Agent libOS, and Codex CLI’s Approval Stack Can Do About It
Lean4Agent and Formally Verified Agent Workflows: What Dependent-Type Verification Means for Codex CLI's Hook and Specification Stack
Lean4Agent and Formally Verified Agent Workflows: What Dependent-Type Verification Means for Codex CLI’s Hook and Specification Stack
Experience-Driven Vulnerability Repair: What EvoRepair and ContraFix Reveal About Self-Improving Security Agents — and How to Wire the Patterns into Codex CLI
Experience-Driven Vulnerability Repair: What EvoRepair and ContraFix Reveal About Self-Improving Security Agents — and How to Wire the Patterns into Codex CLI