Codex Knowledge Base
Does Code Cleanliness Matter for Coding Agents? What 660 Trials Reveal About Token Cost, Navigation, and Codex CLI Configuration
Does Code Cleanliness Matter for Coding Agents? What 660 Trials Reveal About Token Cost, Navigation, and Codex CLI Configuration
The AGENTS.md Evidence-Based Authoring Guide: What Two Empirical Studies Reveal About Writing Rules That Agents Actually Follow
A premium consolidation of rule taxonomy research (7,310 rules, 83 projects) and misalignment analysis (20,574 sessions) into a practical AGENTS.md authoring framework for Codex CLI. Covers the five-category taxonomy, the...
ActPlane and the OS-Level Policy Gap: Why Tool-Call Guardrails Miss Half Your Agent's Violations — and How eBPF Kernel Enforcement Closes the Loop for Codex CLI
ActPlane and the OS-Level Policy Gap: Why Tool-Call Guardrails Miss Half Your Agent’s Violations — and How eBPF Kernel Enforcement Closes the Loop for Codex CLI
When the Agent Is the Adversary: What 698 Scheming Incidents and a Frontier Model Escape Mean for Codex CLI Containment
When the Agent Is the Adversary: What 698 Scheming Incidents and a Frontier Model Escape Mean for Codex CLI Containment
Rule Taxonomy and Evolution in AI IDEs: What 7,310 Mined Rules Reveal About How Developers Configure Coding Agents — and How to Structure Codex CLI's AGENTS.md
Two empirical studies — 7,310 rules from 83 projects and 401 Cursor repositories — reveal a five-category taxonomy of coding agent rules, a persistent gap between what developers value and...
Revelio and the Harness-First Thesis: What Agentic Memory-Safety Vulnerability Detection Means for Codex CLI Security Workflows
Revelio and the Harness-First Thesis: What Agentic Memory-Safety Vulnerability Detection Means for Codex CLI Security Workflows
The Oversight Architecture Guide: Mapping the Delegation Spectrum to Codex CLI Approval Profiles, Hooks, and Named Configurations
The Oversight Architecture Guide: Mapping the Delegation Spectrum to Codex CLI Approval Profiles, Hooks, and Named Configurations
The MCP Security Compendium: A Unified Threat Model, Per-Surface Defence Architecture, and Enterprise Governance Template for Codex CLI
The MCP Security Compendium: A Unified Threat Model, Per-Surface Defence Architecture, and Enterprise Governance Template for Codex CLI
GPT-5.6 Sol, Terra, and Luna: What OpenAI's Three-Tier Model Family Means for Codex CLI Workflows
GPT-5.6 Sol, Terra, and Luna: What OpenAI’s Three-Tier Model Family Means for Codex CLI Workflows
The Containment Architecture Playbook: Adversary-Model Profiles, Graduated Trust, and Integrity Monitoring for Codex CLI
The Containment Architecture Playbook: Adversary-Model Profiles, Graduated Trust, and Integrity Monitoring for Codex CLI