Codex Knowledge Base
The 97 Per Cent Problem: Black Duck's AI Coding Governance Gap and How Codex CLI Closes It
The 97 Per Cent Problem: Black Duck’s AI Coding Governance Gap and How Codex CLI Closes It
The Agent Security Paradox: What CVE-2026-22708 Teaches About Allowlists, Sandbox Architecture, and Why Codex CLI Gets It Right
The Agent Security Paradox: What CVE-2026-22708 Teaches About Allowlists, Sandbox Architecture, and Why Codex CLI Gets It Right
Codex Management Agents: Orchestrating Work Without a Human in Every Loop
As Codex agents grow more capable, the bottleneck shifts from doing the work to managing it. Management agents solve this by coordinating task assignment, progress tracking, and quality gates across...
Codex Management Agents: Orchestration Patterns for Multi-Agent Systems
How OpenAI's Agents SDK enables management agents that coordinate, delegate, and supervise specialist workers — and why the patterns matter more than the framework.
Tool Misuse and Recovery in Coding Agents: What Wink, ToolMisuseBench, and PROBE Mean for Codex CLI Self-Intervention
Tool Misuse and Recovery in Coding Agents: What Wink, ToolMisuseBench, and PROBE Mean for Codex CLI Self-Intervention
The Tool Affordance Safety Gap: Why Text Alignment Does Not Transfer to Tool-Call Safety and What It Means for Codex CLI
The Tool Affordance Safety Gap: Why Text Alignment Does Not Transfer to Tool-Call Safety and What It Means for Codex CLI
From Ban to Platform: What Samsung's Codex Enterprise Deployment Teaches About Large-Scale Agent Governance
From Ban to Platform: What Samsung’s Codex Enterprise Deployment Teaches About Large-Scale Agent Governance
SABER: What the Operational Safety Benchmark Means for Codex CLI Workspace Defence
SABER: What the Operational Safety Benchmark Means for Codex CLI Workspace Defence
Phoenix and Safe Issue Resolution: What Multi-Agent Safety Controls Mean for Codex CLI Automation Pipelines
Phoenix and Safe Issue Resolution: What Multi-Agent Safety Controls Mean for Codex CLI Automation Pipelines
Natural-Language Agent Harnesses: What NLAH Research, OpenAI's Harness Engineering, and Cross-Agent Portability Mean for Codex CLI AGENTS.md
Natural-Language Agent Harnesses: What NLAH Research, OpenAI’s Harness Engineering, and Cross-Agent Portability Mean for Codex CLI AGENTS.md