Compressing tool output before sending: How Headroom reduces 55,957 tokens to 24,340, and its limitations

IntroductionWhen you leave troubleshooting to a coding agent, the log retrieval tool returns 55,957 tokens of text. Of that, ...
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The Shift from Traditional Search to Generative Retrieval

For more than two decades, search engine optimization followed a familiar formula: target high-volume keywords, optimize on-page title tags and meta ...