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[ARTICLE · art-83986] src=qainsights.com ↗ pub= topic=ai-agents verified=true sentiment=· neutral

Beyond Chatbots: Talking to Devin Directly with the Agent Client Protocol (ACP)

Cognition AI's Devin, an AI coding agent, now supports the Agent Client Protocol (ACP), enabling direct client-to-agent communication beyond its default terminal UI, as detailed in a QAInsights post. The protocol standardizes how clients interact with agents like Devin, Claude Code, and Gemini CLI, potentially simplifying integration across AI coding tools.

read1 min views1 publishedAug 2, 2026

Every AI coding agent seems to ship with its own bespoke terminal UI, its own quirks, and its own way of streaming output back to you. Devin is no exception, and Claude Code, Gemini CLI, ...

The post Beyond Chatbots: Talking to Devin Directly with the Agent Client Protocol (ACP) appeared first on QAInsights.

source & further reading
qainsights.com — original article Qwen Code vs Claude Code vs Antigravity CLI: A Spring Boot Developer’s Take Mixture of Experts (MoE) Explained: How It Works with Simple Examples How Does an LLM Request and Response Cycle Work? A Full Walkthrough
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