AI Dev Stack

Sign in Subscribe

github

Updates von GitHub und GitHub Copilot

Agent Pull Requests Are Everywhere. Here's How to Review Them.

Agent Pull Requests Are Everywhere. Here's How to Review Them.

Agent-generated code looks clean but introduces more technical debt than human code. Here's a 10-minute review protocol to catch CI gaming, code duplication, and hallucinated correctness before they ship.

Spec Kit 0.8.7: Agent Orchestrator & Lingma Support

Spec Kit 0.8.7: Agent Orchestrator & Lingma Support

Spec Kit 0.8.7 brings Agent Orchestrator and Lingma support to the community catalog, fixes critical Goose and Forge integration issues, and improves non-interactive initialization with Copilot defaults.

Rubber Duck in GitHub Copilot CLI Now Supports More Models

Rubber Duck in GitHub Copilot CLI Now Supports More Models

Rubber Duck in GitHub Copilot CLI now works across model families. GPT sessions get Claude critics, Claude sessions get GPT-5.5 reviewers. Enable with /experimental on.

GitHub Copilot CLI Enterprise Plugins Now in Public Preview

GitHub Copilot CLI Enterprise Plugins Now in Public Preview

Enterprise admins can now distribute custom plugins and agents to GitHub Copilot CLI users across their organization. Auto-install plugins via settings.json to reduce onboarding time and enforce governance standards.

How GitHub Validates AI Agents When Correctness Isn't Repeatable

How GitHub Validates AI Agents When Correctness Isn't Repeatable

GitHub's new validation framework uses compiler theory to test AI agents by outcomes, not rigid paths — achieving 100% accuracy vs 82% for agent self-assessment in real VS Code workflows.

GitHub Copilot in VS Code April Releases: v1.116–v1.119

GitHub Copilot in VS Code April Releases: v1.116–v1.119

GitHub shipped four VS Code releases in April–May 2026 (v1.116–v1.119). Copilot agents now search across any workspace, access terminals and browsers, support bring-your-own-key models, and can be monitored remotely. New /chronicle feature lets you query chat history.

Spec Kit 0.8.6: Constitution Context & Catalog Updates

Spec Kit 0.8.6: Constitution Context & Catalog Updates

Spec Kit 0.8.6 brings constitution enforcement to implementation workflows, adds three new community catalog extensions, and fixes URL validation and catalog workflow issues.