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My agent had two rules and obeyed neither

My agent had two rules and obeyed neither

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9 min read
Our Documentation Was Lying. The Model Believed It.

Our Documentation Was Lying. The Model Believed It.

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8 min read
Can We Stop Running Recurring Analysis as a Scheduled LLM Prompt?

Can We Stop Running Recurring Analysis as a Scheduled LLM Prompt?

Comments 1
7 min read
The Geometry Measures, the AI Teaches: Building an Art Studio Tutor with ADK, Vertex AI & OpenCV

The Geometry Measures, the AI Teaches: Building an Art Studio Tutor with ADK, Vertex AI & OpenCV

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3 min read
From Chatbot to Production AI System: What Changes When AI Meets Real Software

From Chatbot to Production AI System: What Changes When AI Meets Real Software

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5 min read
A Practical Workflow for Delegating Software Tasks to AI Agents

A Practical Workflow for Delegating Software Tasks to AI Agents

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2 min read
Building a Vertical Corpus Builder: Clean JSONL Datasets for LLM Fine-Tuning

Building a Vertical Corpus Builder: Clean JSONL Datasets for LLM Fine-Tuning

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4 min read
Mistral Shieldstral 1.0 Review — A 3B Self-Hostable Moderation Model That Runs on a Single 16GB GPU

Mistral Shieldstral 1.0 Review — A 3B Self-Hostable Moderation Model That Runs on a Single 16GB GPU

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4 min read
Your AI Remembers Everything. That’s the Problem.

Your AI Remembers Everything. That’s the Problem.

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Comments 2
6 min read
The cheapest LLM call is the one you don't make: a caching layer that actually pays off

The cheapest LLM call is the one you don't make: a caching layer that actually pays off

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3 min read
My support agent answered 9 of 12 tickets. The other 3 are the point.

My support agent answered 9 of 12 tickets. The other 3 are the point.

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3 min read
I Gave My LLM an Exam. The Exam Author Lost 5 Times.

I Gave My LLM an Exam. The Exam Author Lost 5 Times.

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5 min read
LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

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4 min read
My AI quality gate scored 40 images. Humor: 7, forty times.

My AI quality gate scored 40 images. Humor: 7, forty times.

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5 min read
Building Your Second Me: A Practical Framework for Encoding Yourself into an AI Agent

Building Your Second Me: A Practical Framework for Encoding Yourself into an AI Agent

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9 min read
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