Apr 15 · 9 min read · TL;DR: Which Copilot Studio agent actions need human approval gates, how to configure them in Power Automate, and what EU AI Act auditors expect. When a Copilot Studio agent sends an email on behalf of your sales team, updates a customer record, or ...
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Mar 29 · 7 min read · The Agent That Kept Apologizing\n\nImagine an AI agent handling your customer support inbox. A customer writes in, frustrated, mentioning a potential refund dispute. The agent replies with a calm, professional response. The customer replies again, an...
Join discussionMar 29 · 7 min read · The Agent That Kept Apologizing\n\nImagine an AI agent handling your customer support inbox. A customer writes in, frustrated, mentioning a potential refund dispute. The agent replies with a calm, professional response. The customer replies again, an...
Join discussionMar 20 · 5 min read · The Question We've Been Circling Over the past three posts, we've explored a technical problem: Perfect memory breaks agent identity — accumulated experience corrupts persona Soul Memory provides a practical solution — tiered architecture with strat...
Join discussionJan 27 · 7 min read · The promise of Large Language Models (LLMs) is immense, but so is the challenge of ensuring their output quality. As AI-assisted development becomes ubiquitous, a new adversary has emerged: ‘AI Slop.’ This isn't just about occasional errors; it's the...
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Dec 9, 2025 · 2 min read · Addendum editorial: este apunte amplía el pilar de HITL Debt y recoge señales tempranas que suelen aparecer cuando el sistema entra en fase de escala. Relacionado: Context Architecture: de prompts sueltos a sistema operativo de conocimiento La audie...
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Oct 21, 2025 · 4 min read · Problema Human-in-the-loop se vende como garantia de calidad, pero en muchos equipos se convierte en un cuello de botella permanente. Cada validacion manual agrega coste lineal. Cuando el volumen sube, la supuesta red de seguridad se transforma en de...
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Aug 18, 2025 · 8 min read · If you've ever opened a blank doc and felt that small wave of dread—welcome to my old mornings. I run Hillflare, a small growth marketing agency in Monterrey. For years, "scale" meant adding people or buying software that looked great in demos but fe...
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