Codex Knowledge Base
SWE-Chat and the Bimodal Reality: Why 41 Per Cent of Sessions Are Pure Vibe Coding — and How Codex CLI Profiles Let You Choose Your Mode Deliberately
SWE-Chat and the Bimodal Reality: Why 41 Per Cent of Sessions Are Pure Vibe Coding — and How Codex CLI Profiles Let You Choose Your Mode Deliberately
SecVecCoder and the Defence-in-Depth Stack: How Task-Vector Security at the Model Layer Complements Codex CLI's Runtime Protections
SecVecCoder and the Defence-in-Depth Stack: How Task-Vector Security at the Model Layer Complements Codex CLI’s Runtime Protections
The Responses API Multi-Agent Beta: How Server-Side Subagent Spawning Changes Codex CLI's Parallelism Model
The Responses API Multi-Agent Beta: How Server-Side Subagent Spawning Changes Codex CLI’s Parallelism Model
Programmatic Tool Calling: How GPT-5.6's JavaScript Orchestration Layer Cuts Codex CLI Round-Trips and Token Costs
Programmatic Tool Calling: How GPT-5.6’s JavaScript Orchestration Layer Cuts Codex CLI Round-Trips and Token Costs
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