How to Set Up Automatic GitHub Copilot Code Reviews
Set up automatic GitHub Copilot code reviews, choose draft and push triggers, understand the Balanced default, and request a review through REST or GraphQL.
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Coding Agents
OpenAI Agents API Public Beta: Session Code, Environments and Tool Controls
Map the OpenAI Agents API beta to session code, execution environments, tool controls, compaction, subagents and a bounded production test.
GitHub AI Scan APIs: Endpoints, Permissions and a Safe Pull-Request Pilot
Use GitHub AI Scan APIs safely: exact endpoints, token permissions, eligibility failures, response handling and a reversible pull-request pilot.
GPT-6 Astra Use Cases: Computer Use, Documents and Multi-Agent Builds
Practical GPT-6 Astra build patterns for research, documents, computer use, async tools and multi-agent workflows, with controls and pilot tests.
GPT-6 Astra API Coding Guide: Responses, Tools and Safe Agent Loops
Build with gpt-6-astra using Responses, async tools, structured output, reasoning controls, validation and safe agent-loop patterns from OpenAI’s docs.
GitHub Copilot September 2026: Model Deprecations, Gemini 3.8 and Signup Changes
Track GitHub Copilot's September 2026 model updates, October 2 retirements and the October 19 schedule. Check access, billing, budgets and code review.
AI in Marketing
GitHub Copilot in VS Code August 2026: Agent Sessions, Browser Tools and Dictation
GitHub’s August changelog groups new Copilot session, browser, plugin and dictation capabilities across VS Code 1.132–1.135. Here is the practical read.
AI for Marketers
How to Set Up and Use Spotify Xirp Safely
A source-backed Xirp walkthrough covering prerequisites, onboarding, projects, persistent sessions, Git worktrees, grid view, review and troubleshooting.
AI for Marketers
Spotify Xirp: What It Is and How the Beta Actually Works
Spotify Xirp is a proprietary Mac desktop environment for persistent Claude Code, Codex and Gemini sessions, Git worktrees and optional Spotify Portal context.