Why AI Needs a Harness System: Beyond Better Prompting
Picture this: Your company deploys an advanced AI model to handle complex customer service tasks. The first two days are spectacular—the model understands intri
Open →Picture this: Your company deploys an advanced AI model to handle complex customer service tasks. The first two days are spectacular—the model understands intri
Open →If you only watch the stock chart, this looks like market mood. If you step back and read the technical claim, the question gets harder: is AI's most painful me
Open →Have you ever heard someone say, “Don’t think so much. Just cheer up”? It sounds light. To a person who is truly stuck, it can land like a blunt blade. It does
Open →ccxray adds a missing observability layer to Claude Code by exposing thinking blocks, tool calls, token cost, and prompt changes. That makes it promising for debugging, but it is still early and the proxy-plus-logging boundary should not be treated lightly.
Open →Chrome DevTools MCP is only worth considering if you need deep Chrome-specific debugging or performance traces. If your browser workflow is already covered by Playwright MCP, the overlap is high and the extra layer is usually unnecessary.
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