Codex Knowledge Base
Agentic Entropy and Architectural Drift: Why Your Coding Agent's Passing Tests Hide Structural Decay — and How Codex CLI's Layered Defences Fight Back
Agentic Entropy and Architectural Drift: Why Your Coding Agent’s Passing Tests Hide Structural Decay — and How Codex CLI’s Layered Defences Fight Back
WorkBuddy Bench and the Contamination-Resistant Multi-Domain Benchmark: Why the Harness Is Not a Neutral Instrument — and What 260 Tasks Reveal for Codex CLI Developers
WorkBuddy Bench and the Contamination-Resistant Multi-Domain Benchmark: Why the Harness Is Not a Neutral Instrument — and What 260 Tasks Reveal for Codex CLI Developers
Verified Tool Calls and Non-Atomic Failures: What a Postcondition Wrapper Teaches Us About Codex CLI's PostToolUse Hooks
Verified Tool Calls and Non-Atomic Failures: What a Postcondition Wrapper Teaches Us About Codex CLI’s PostToolUse Hooks
Unreliable in Practice? What 86,726 LLM Code Errors Reveal About Codex CLI Verification Strategy
Unreliable in Practice? What 86,726 LLM Code Errors Reveal About Codex CLI Verification Strategy
MemSecBench and the Memory Poisoning Lifecycle: Why 84 Per Cent of Malicious Memories Persist — and How Codex CLI's Defence Stack Intervenes at Each Checkpoint
MemSecBench and the Memory Poisoning Lifecycle: Why 84 Per Cent of Malicious Memories Persist — and How Codex CLI’s Defence Stack Intervenes at Each Checkpoint
Do Influence Tactics Matter? What 123,000 Prompt Variations Reveal About Framing Effects in LLM Code Generation — and What It Means for Your AGENTS.md
Do Influence Tactics Matter? What 123,000 Prompt Variations Reveal About Framing Effects in LLM Code Generation — and What It Means for Your AGENTS.md
GitSkills and the 3.7 Million Skill Files: What the Largest Agent Skill Dataset Reveals About Codex CLI's Plugin Ecosystem
GitSkills and the 3.7 Million Skill Files: What the Largest Agent Skill Dataset Reveals About Codex CLI’s Plugin Ecosystem
The Devil Is in the Interface: What 11,700 Trajectories Reveal About How Tool Architecture Shapes Coding Agent Behaviour — and What It Means for Codex CLI
The Devil Is in the Interface: What 11,700 Trajectories Reveal About How Tool Architecture Shapes Coding Agent Behaviour — and What It Means for Codex CLI
Deep Agentic Search vs Semantic Search: Why Delegating Code Exploration to Subagents Costs More and Finds Less — and What It Means for Your Codex CLI Search Strategy
Deep Agentic Search vs Semantic Search: Why Delegating Code Exploration to Subagents Costs More and Finds Less — and What It Means for Your Codex CLI Search Strategy
Context Compaction Theory: What a Formal Analysis of Bounded Context Windows Means for Your Codex CLI Sessions
Context Compaction Theory: What a Formal Analysis of Bounded Context Windows Means for Your Codex CLI Sessions