Sponsored · TLDR · GENERAL

HEY KNOWLEDGE AGENT, HOW CAN I CUT REPEAT QUESTIONS BY 16% AND TOKEN-USE BY 80%?

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Summary from the TLDR newsletter

[Consulting knowledge layer…] Your team solves the same problems in Slack every week, but the answers never reach the docs your AI reads. So when the next person asks, the agent serves last quarter's version, and the cycle repeats. Guru [5] fixes the source before anyone asks: ✅ Turns resolved threads and tickets into drafts your team approves. 🗣️ Verifies/unverifies content on rules written in plain language. 🤖 Keeps stale content out of every agent's context. 🧠 Serves the verified layer to any AI tool over MCP. Teams have seen [6]: 80% less token use, 16% fewer repeat questions, and 96% of searches end with the AI answer.