Codex Knowledge Base
AGENTS.md Pays for Itself: What the ICSE 2026 JAWs Efficiency Study Means for Your Codex CLI Token Budget
AGENTS.md Pays for Itself: What the ICSE 2026 JAWs Efficiency Study Means for Your Codex CLI Token Budget
Agentic Coding in the Wild: What 13.5 Million Production Sessions Reveal About Your Codex CLI Session Strategy
Agentic Coding in the Wild: What 13.5 Million Production Sessions Reveal About Your Codex CLI Session Strategy
Active-SWE: Why Your Coding Agent Waits for Bug Reports — and How to Build a Proactive Discovery Workflow in Codex CLI
Active-SWE: Why Your Coding Agent Waits for Bug Reports — and How to Build a Proactive Discovery Workflow in Codex CLI
RepoComplianceBench: Why Your Coding Agent Ignores Open-Source Contribution Rules — and What Codex CLI Practitioners Can Do About It
RepoComplianceBench: Why Your Coding Agent Ignores Open-Source Contribution Rules — and What Codex CLI Practitioners Can Do About It
PerfAgent and the Profiler Feedback Loop: Why Your Coding Agent Stops at Shallow Speedups — and How to Build an Iterative Optimisation Workflow in Codex CLI
PerfAgent and the Profiler Feedback Loop: Why Your Coding Agent Stops at Shallow Speedups — and How to Build an Iterative Optimisation Workflow in Codex CLI
Meta Muse Code Enters the Terminal Agent Wars: Persistent Background Agents, Replay-Safe Event Logs, and What It Means for Your Codex CLI Workflow
Meta Muse Code Enters the Terminal Agent Wars: Persistent Background Agents, Replay-Safe Event Logs, and What It Means for Your Codex CLI Workflow
Long-Horizon-Terminal-Bench: What Dense Reward Grading Reveals About Your Codex CLI Session Strategy
Long-Horizon-Terminal-Bench: What Dense Reward Grading Reveals About Your Codex CLI Session Strategy
IssueTrojanBench: 66.5% of Malicious Issues Bypass Coding Agent Guardrails — What Codex CLI's Sandbox Architecture Gets Right
IssueTrojanBench: 66.5% of Malicious Issues Bypass Coding Agent Guardrails — What Codex CLI’s Sandbox Architecture Gets Right
Failure as a Process: What 63,000 Annotated Execution Steps Reveal About CLI Coding Agent Trajectories — and How to Intervene Earlier in Codex CLI
Failure as a Process: What 63,000 Annotated Execution Steps Reveal About CLI Coding Agent Trajectories — and How to Intervene Earlier in Codex CLI
Do Context Files Actually Help? What a 288-Run Ablation Study Reveals About AGENTS.md, Correctness, and Your Codex CLI Workflow
Do Context Files Actually Help? What a 288-Run Ablation Study Reveals About AGENTS.md, Correctness, and Your Codex CLI Workflow