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Field notes from the agentic frontier.

Playbooks, case studies, and hard-won lessons from putting AI agents into real businesses.

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Why agentic CRM beats automation rules

Rules break the moment reality gets messy. Here’s how reasoning agents handle the edge cases automations can’t — and keep a human in the loop.

M
Manikanta R
8 min read · Jun 2026
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Blog — Playbooks & field notes

Field notes on bounded agent use cases, human review, evaluation, and moving from pilot to operated production.