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Google ADK 1.0: Your AI Tools Might Be Secret Agents Now
ADK 1.0 makes tools and agents interchangeable — your AI can't tell which is which, and neither can your security model
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Three Platforms Shipped Multi-Agent Delegation in April 2026. None of Them Solved Context Loss.
Anthropic, OpenAI, and Google all shipped sub-agent delegation — with three incompatible ways to lose your data at every handoff.
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LangChain Isn't Dead. It's Worse.
Four vendor SDKs shipped in eleven days, commoditizing LangChain's core runtime into a free default. Two products survive: LangSmith and LangGraph. Here's what that means for your stack and the migration math nobody talks about.