Codex Knowledge Base
Non-Atomic Tool Failures: Verified Tool Calls, Idempotency Keys, and the 52pp Duplicate-Reduction Pattern for Codex CLI Agents
Non-Atomic Tool Failures: Verified Tool Calls, Idempotency Keys, and the 52pp Duplicate-Reduction Pattern for Codex CLI Agents
MOSAIC's 96.59% Attack Rate: How CLI Command Composition Exploits Bypass Every Instruction-Layer Defence in Codex CLI
MOSAIC’s 96.59% Attack Rate: How CLI Command Composition Exploits Bypass Every Instruction-Layer Defence in Codex CLI
Don't Let the Model Write the YAML: Deterministic GitOps Remediation and the Codex CLI Configuration Safety Problem
Don’t Let the Model Write the YAML: Deterministic GitOps Remediation and the Codex CLI Configuration Safety Problem
The codex agents Dashboard and codex queue: Orchestrating Parallel Sessions Without the Terminal-Tab Overhead
The codex agents Dashboard and codex queue: Orchestrating Parallel Sessions Without the Terminal-Tab Overhead
Refusing the Impossible: What the Code Hallucination Benchmark Reveals — and How Codex CLI Hooks Close the Gap
Refusing the Impossible: What the Code Hallucination Benchmark Reveals — and How Codex CLI Hooks Close the Gap
Asynchronous TUI Questions in Codex CLI v0.154: A New Paradigm for Human-Agent Collaboration
Asynchronous TUI Questions in Codex CLI v0.154: A New Paradigm for Human-Agent Collaboration
SWE-Gate: Why 34% of Your Agent's 'Fixed' Patches Are Wrong — and How to Catch Them in Codex CLI
SWE-Gate: Why 34 per cent of Your Agent’s ‘Fixed’ Patches Are Wrong, and How to Catch Them in Codex CLI
The Shift to Agentic AI: What OpenAI's Own Usage Data Reveals About Codex Workflows in 2026
The Shift to Agentic AI: What OpenAI’s Own Usage Data Reveals About Codex Workflows in 2026
GPT-6 Astra in Codex CLI: 1.05M Context, Critical Cyber Threshold, and What the New Model Actually Costs
GPT-6 Astra in Codex CLI: 1.05M Context, Critical Cyber Threshold, and What the New Model Actually Costs
Spec-Driven Development: Escaping the Agentic Productivity Paradox with Codex CLI
Spec-Driven Development: Escaping the Agentic Productivity Paradox with Codex CLI