Short, tested notes on building agents that hold up: the CLIver agent loop, tools, MCP, media pipelines, and production edges.https://cliver-project.github.io/CLIver/blog/en-ushttps://cliver-project.github.io/CLIver/blog/product-url-to-json/https://cliver-project.github.io/CLIver/blog/product-url-to-json/chat_structured() asks for JSON, validates it, and retries with the error — so your code gets a typed object or a clear failure.Wed, 11 Nov 2026 00:00:00 GMTStructured OutputPydanticLin Gaohttps://cliver-project.github.io/CLIver/blog/stream-output/https://cliver-project.github.io/CLIver/blog/stream-output/The same AgentCore, the same bindings: iterate stream() instead of awaiting chat(), and keep the final message.Wed, 04 Nov 2026 00:00:00 GMTAgentCoreStreamingLin Gaohttps://cliver-project.github.io/CLIver/blog/smallest-useful-agent/https://cliver-project.github.io/CLIver/blog/smallest-useful-agent/A working CLIver agent in about twenty lines — and the three boundaries that keep it from becoming a demo that only works once.Mon, 02 Nov 2026 00:00:00 GMTAgentCoreQuickstartLin Gao