Codex Knowledge Base
The Librarian Pattern: Why Persistent Search History Cuts Multi-Agent Token Waste — and How to Wire It into Codex CLI
The Librarian Pattern: Why Persistent Search History Cuts Multi-Agent Token Waste — and How to Wire It into Codex CLI
The Dialogue Gap: Why Better Models Don't Make Better Coding Partners — and How Codex CLI's Interactive Architecture Closes It
The Dialogue Gap: Why Better Models Don’t Make Better Coding Partners — and How Codex CLI’s Interactive Architecture Closes It
Dependency Incident Audits with Codex CLI: From PackageGate to Hardened Lockfile Defence
Dependency Incident Audits with Codex CLI: From PackageGate to Hardened Lockfile Defence
Constraint Decay: Why Your Coding Agent Generates Structurally Arbitrary Backends — and How Codex CLI's Enforcement Stack Fights Back
Constraint Decay: Why Your Coding Agent Generates Structurally Arbitrary Backends — and How Codex CLI’s Enforcement Stack Fights Back
Performance Engineering with Codex CLI: Profiling MCP Servers, Flamegraph Analysis, and the Automated Optimise-Measure Loop
Performance Engineering with Codex CLI: Profiling MCP Servers, Flamegraph Analysis, and the Automated Optimise-Measure Loop
Behavioral State Decay: Why Your Coding Agent Forgets Mid-Task — and How Proactive Memory Patterns Fix It in Codex CLI
Behavioral State Decay: Why Your Coding Agent Forgets Mid-Task — and How Proactive Memory Patterns Fix It in Codex CLI
Agentic Agile-V and the SCOPE-V Loop: Moving from Vibe Coding to Verified Engineering with Codex CLI
Agentic Agile-V and the SCOPE-V Loop: Moving from Vibe Coding to Verified Engineering with Codex CLI
Workflows as Knowledge Objects: Why Semantic Persistence and the Derive/Infer Boundary Matter for Your Codex CLI Sessions
Workflows as Knowledge Objects: Why Semantic Persistence and the Derive/Infer Boundary Matter for Your Codex CLI Sessions
Specification Grounding and the +38-Point Test Gap: Why Your Codex CLI Test Gates Need Enumerated Rules, Not More Tests
Specification Grounding and the +38-Point Test Gap: Why Your Codex CLI Test Gates Need Enumerated Rules, Not More Tests
Red-Teaming the Agentic Red-Team: What a 97.8% Agent-Phishing Success Rate Means for Your Codex CLI Security Posture
Red-Teaming the Agentic Red-Team: What a 97.8% Agent-Phishing Success Rate Means for Your Codex CLI Security Posture