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How should an AI agent do machine learning for someone who can't check its work?
Three ways an agent can do machine learning for you, and what I built to test the third one.
Jul 19
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Ademar Tutor
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Don't Remove the Human From the Loop. Give Them a Better Role.
How test-driven machine learning made AutoML usable for people with zero data science background
Apr 3
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Ademar Tutor
1
AI agents work better when you give them less freedom
A neuroscience paper showed me how to build better AI data teams for businesses.
Mar 24
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Ademar Tutor
Deploying a full-stack LLM judge system on Azure Container Apps
I wanted to deploy the LLM-as-a-Judge I recently developed.
Jan 30
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Ademar Tutor
Prompt templates evaluation contracts
Versioned rubrics in the database
Jan 22
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Ademar Tutor
LLM-as-a-Judge Offline Evaluation for Ordinal Scores
Pearson r + QWK + ±1
Jan 17
•
Ademar Tutor
3
LLM-as-a-Judge for Sales Coaching
Designing an Auditable Evaluator Pipeline
Jan 9
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Ademar Tutor
3
Vibe Coding 2025: Context Engineering, DAGs, and the Shape of Modern Coding
A Coder’s Review of Cursor from Chat Prompts to Agentic Workflows
Dec 27, 2025
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Ademar Tutor
1
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Building Apps for Startups with Ademar Tutor
Building Apps for Startups with Ruby on Rails, Hotwire & Turbo.
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Building Apps for Startups with Ademar Tutor
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