OpenAI’s August 31 WebMCP release turns websites into page-scoped tool providers OpenAI’s August 31, 2026 ChatGPT release notes introduced website tools delivered through WebMCP for ChatGPT Work and Codex inside the ChatGPT desktop app’s built-in browser. The practical change is narrow but important: when a supported user opens a supported…
Introduction This playbook is a practical guide for repository owners and platform teams who want to define, enforce, and evolve custom code review rules for Codex using AGENTS.md. It assumes teams run automated reviews with annotations such as @codex review and use the automatic review workflow that surfaces prioritized findings…
Introduction GPT-5.6 Sol introduces two distinct reasoning topologies intended to address different classes of difficult tasks: a “max” reasoning setting that deepens a single-agent chain-of-thought, and an “ultra” subagent mode that composes multiple specialized or parallel subagents under an orchestrator. This section establishes the conceptual distinction between those topologies and…
Prompts Masterclass: 25 Codex Prompts for Building Specialized Internal AI Tools Internal AI tools become genuinely useful when they are designed around a specific workflow, constrained by business rules, connected to application-owned capabilities, and able to produce outputs that downstream systems can trust. Codex, used through an open-source harness and…
OpenAI Secure MCP Tunnel: Architecture, Authentication Boundaries, and When to Use It OpenAI’s Secure MCP Tunnel is designed to make a locally running Model Context Protocol (MCP) server available to OpenAI-hosted products and workflows without exposing that server directly to the public internet. Rather than requiring an inbound port, public…
Introduction This tutorial walks through a practical, production-ready pattern for embedding Codex into an internal operations dashboard that must safely and audibly drive mutations in downstream systems. The objective is not a speculative integration; it is grounded in the three-layer Codex integration model described by OpenAI — the codex exec…
OpenAI Open-Sources the Codex Agent Harness: What the August 2026 Release Means for Production AI Software Agents OpenAI has open-sourced the agent harness behind Codex, a significant move that shifts the conversation around AI coding tools from autocomplete and chat interfaces toward durable, operational software agents. Announced in August 2026,…
How to Track and Prevent AI Model Performance Degradation: Complete Playbook for Monitoring Codex, Claude Code, and GPT-5.6 in Production Your AI-powered application shipped perfectly. Code completion rates were above 85%, response latency sat comfortably under 2 seconds, and your engineering team was celebrating. Three weeks later, your support queue…
Anthropic Extends Claude Code 50 Percent Usage Boost Through August 31: What the Extended Promotion Means for Developer Workflows Anthropic has officially extended its Claude Code 50 percent weekly usage boost through August 31, 2026, giving developers on Pro, Max, Team, and Enterprise plans significantly more runway to build, refactor,…
Prompts Masterclass: 25 ChatGPT Prompts for AI-Powered Email Management Prompts Masterclass 25 ChatGPT Prompts forAI-Powered Email Management Stop drowning in your inbox. Master these 25 precision-crafted ChatGPT prompts to triage, reply, compose, track, and analyze every email with machine-level efficiency. 25 Expert Prompts 5 Categories 3.1h Time Saved Daily 100%…
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