Gemini API Managed Agents: Setup, Controls, and Limits

Learn how Gemini API Managed Agents work, what July 2026 controls add, and how to configure budgets, hooks, networking, and safe rollout checks.

OpenAI Daybreak Blue vs Red: Access, Models, and Pricing

Compare OpenAI Daybreak Blue and Red access, GPT-5.6 Cyber capabilities, API pricing, safeguards, and rollout checks for security teams.

GitHub Copilot MCP Allowlists: Enterprise Setup Guide

Configure GitHub Copilot MCP server allowlists and denylists across VS Code, Copilot CLI, the Copilot app, and JetBrains IDEs with safe rollout checks.

OpenAI API Hard Spend Limits: A Practical Setup Guide

Configure OpenAI API hard spend limits, alerts, and project budgets without confusing cost caps with rate limits or approved usage tiers.

AI Agent Evaluation Security: Lessons From Hugging Face

Learn how to contain tool-using AI agent evaluations using isolated networks, least privilege, short-lived credentials, monitoring, and stop controls.

GitHub Copilot App Enterprise Policy and Settings Guide

Control GitHub Copilot app access, plugins, marketplaces, approval bypass, and deployment with GitHub's July 2026 enterprise policy changes.

GitHub Models Retirement: A Practical Migration Guide

GitHub Models retired on July 30, 2026. Learn what stopped working, how to choose a replacement, and how to verify a Microsoft Foundry migration.

GitHub Copilot Impact Dashboard: A Practical Guide

Learn who can access GitHub's Copilot impact dashboard, what its adoption cohorts measure, and how to interpret throughput metrics responsibly.

Gemini 3.6 Flash API: Migration and Pricing Guide

Learn what changed in Gemini 3.6 Flash, which API parameters must be removed, current pricing, model limits, and how to plan a safe migration.

GitHub Copilot Repository Usage Metrics Guide

Use GitHub Copilot's repository-level metrics API to track coding-agent pull requests, code reviews, adoption gaps, and reporting limits.

GitHub Copilot Code Review Configuration Guide

Configure GitHub Copilot code review instructions, setup steps, firewall access, and runners after GitHub's July 2026 controls update.