Codex Knowledge Base
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
The 76 Per Cent Problem: Why Your Coding Agent Wastes Three-Quarters of Its Token Budget Reading Files — and How Context Pruning and Rollout Budgets Cut the Bill
The 76 Per Cent Problem: Why Your Coding Agent Wastes Three-Quarters of Its Token Budget Reading Files — and How Context Pruning and Rollout Budgets Cut the Bill
Coherence Collapse: Why Your Coding Agent Finds the Fix Then Destroys It — and How Codex CLI's Checkpoint Stack Fights Back
Coherence Collapse: Why Your Coding Agent Finds the Fix Then Destroys It — and How Codex CLI’s Checkpoint Stack Fights Back
CoAgent and the Concurrency Problem Your Parallel Agents Are Ignoring: Why MTPO Beats Locks and Rollbacks for Multi-Session Codex CLI Workflows
CoAgent and the Concurrency Problem Your Parallel Agents Are Ignoring: Why MTPO Beats Locks and Rollbacks for Multi-Session Codex CLI Workflows
What Makes a Good Bug Report for an AI Agent? Evidence from 37,671 Outcomes — and How to Wire Agent-Optimised Issue Templates into Your Codex CLI Workflow
What Makes a Good Bug Report for an AI Agent? Evidence from 37,671 Outcomes — and How to Wire Agent-Optimised Issue Templates into Your Codex CLI Workflow