Codex Knowledge Base
TerraRepair and Tool-Grounded IaC Repair: Why Schema Lookup Matters More Than Scanner Feedback — and How to Wire Terraform Repair Agents into Codex CLI
TerraRepair and Tool-Grounded IaC Repair: Why Schema Lookup Matters More Than Scanner Feedback — and How to Wire Terraform Repair Agents into Codex CLI
Software Supply Chains Are Dead: What Use-Case-Oriented Regeneration Means for Codex CLI Dependency Strategy
Software Supply Chains Are Dead: What Use-Case-Oriented Regeneration Means for Codex CLI Dependency Strategy
Skills That Don't Exist: What 15,000 Prompts Reveal About Hallucinated Skill Recommendation — and How to Defend Your Codex CLI Plugin Stack
Skills That Don’t Exist: What 15,000 Prompts Reveal About Hallucinated Skill Recommendation — and How to Defend Your Codex CLI Plugin Stack
Long-Horizon-Terminal-Bench and the Completion Cliff: Why 64 Per Cent of Agent Runs Make Real Progress but Only 4 Per Cent Finish — and How to Configure Codex CLI for Long-Horizon Survival
Long-Horizon-Terminal-Bench and the Completion Cliff: Why 64 Per Cent of Agent Runs Make Real Progress but Only 4 Per Cent Finish — and How to Configure Codex CLI for Long-Horizon...
Line-Anchored Feedback: How Structured Edit Feedback Cuts Tokens by 58 Per Cent and What It Means for Codex CLI's Apply-Patch Pipeline
Line-Anchored Feedback: How Structured Edit Feedback Cuts Tokens by 58 Per Cent and What It Means for Codex CLI’s Apply-Patch Pipeline
GuardFall and the Shell Injection Illusion: Why Text-Based Command Filters Fail Every Coding Agent — and How Codex CLI's Kernel-Level Sandbox Renders the Entire Attack Class Irrelevant
GuardFall and the Shell Injection Illusion: Why Text-Based Command Filters Fail Every Coding Agent — and How Codex CLI’s Kernel-Level Sandbox Renders the Entire Attack Class Irrelevant
Do AI Agents Know When a Task Is Simple? What E3's Complexity-Aware Execution Means for Codex CLI Cost Control
Do AI Agents Know When a Task Is Simple? What E3’s Complexity-Aware Execution Means for Codex CLI Cost Control
Distributed Attacks in Persistent-State AI Control: Why Gradual Code Poisoning Evades Your Review Agent — and How to Harden Codex CLI Against Multi-PR Evasion
Distributed Attacks in Persistent-State AI Control: Why Gradual Code Poisoning Evades Your Review Agent — and How to Harden Codex CLI Against Multi-PR Evasion
CT-Repair and Multi-Perspective Evidence: Why Throwing More Patches at Bugs Does Not Work — and How to Wire Evidence-Guided Repair into Codex CLI
CT-Repair and Multi-Perspective Evidence: Why Throwing More Patches at Bugs Does Not Work — and How to Wire Evidence-Guided Repair into Codex CLI
CoACT and Observation Compression: Cutting Coding Agent Token Costs by a Third Without Losing Effectiveness — and What It Means for Codex CLI Context Management
CoACT and Observation Compression: Cutting Coding Agent Token Costs by a Third Without Losing Effectiveness — and What It Means for Codex CLI Context Management