GitHub Copilot and Claude Code: A Practical Engineering Workflow
How to combine an IDE-native coding companion with a repository-level engineering agent—without duplicating effort or surrendering engineering judgment. AI-assisted development has moved well beyond
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Alook
Share your agents with people you trust. Bring AI agents running on your machine into a shared room, give your team a way to collaborate with them directly — a Discord-style workspace.
The division of labor gets much easier to sustain when the handoff itself is explicit: who owns the next step, what evidence came back, and which decision still belongs to the engineer. I work on Alook, where people and local agents can share one room and keep those messages and follow-ups visible across tools: https://alook.ai. Copilot and Claude Code still do their respective jobs; the shared room is the coordination layer around them, not a replacement for repository evidence or human approval.