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Ricardo Feldhaus Krisanoski profile picture

Ricardo Feldhaus Krisanoski

I build AI-assisted operating systems for CRM, WhatsApp sales, revenue operations and internal workflows.

Joined Joined on  github website
An Evaluation Score Is Only as Useful as Its Target
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An Evaluation Score Is Only as Useful as Its Target

#python #machinelearning #datascience #ai
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5 min read
A Daily Production Brief Is a Coordination Interface, Not a Dashboard
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A Daily Production Brief Is a Coordination Interface, Not a Dashboard

#ai #architecture #productivity #ecommerce
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4 min read
Operational Knowledge Is a Product Surface, Not a Folder
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Operational Knowledge Is a Product Surface, Not a Folder

#productivity
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4 min read
What I log from AI workflows before I trust the automation
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What I log from AI workflows before I trust the automation

#ai #observability #n8n #architecture
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3 min read
AI Coding Agents Need a Decision Gate Before the Implementation Loop
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AI Coding Agents Need a Decision Gate Before the Implementation Loop

#ai #opensource #architecture #productivity
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5 min read
Why my first RAG layer starts in Postgres, not in a standalone vector database
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Why my first RAG layer starts in Postgres, not in a standalone vector database

#ai #rag #postgres #architecture
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3 min read
I added a context resolver before an AI sales agent replies
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I added a context resolver before an AI sales agent replies

#ai #automation #crm #architecture
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3 min read
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