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Michael Kaminski

Exploring the world of code, one line at a time. Sharing my journey and learning from the dev.to community.

Education

Georgia State University

Work

Stellantis Financial Services

Provenance in the Primary Key: 54 Facts In, 49 Stored, and a Dedupe That Has Never Fired

Provenance in the Primary Key: 54 Facts In, 49 Stored, and a Dedupe That Has Never Fired

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7 min read

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Measure Reach on the Log Scale: 738 Weeks Became 30 on the Same 182 Posts

Measure Reach on the Log Scale: 738 Weeks Became 30 on the Same 182 Posts

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6 min read
Prompt Cache Floors Are Per-Model, and the Cheap Model Has the Highest One

Prompt Cache Floors Are Per-Model, and the Cheap Model Has the Highest One

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5 min read
Designing Tools an Agent Can Actually Call

Designing Tools an Agent Can Actually Call

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5 min read
Human Approval Gates for Irreversible Agent Actions

Human Approval Gates for Irreversible Agent Actions

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5 min read
One Knowledge Base, Four Surfaces: Pages, Graph, Search Index, and MCP

One Knowledge Base, Four Surfaces: Pages, Graph, Search Index, and MCP

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Comments 7
6 min read
Shipping an AI Agent Through Compliance Review in Regulated Lending

Shipping an AI Agent Through Compliance Review in Regulated Lending

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6 min read
Statistical Gating for Agent Instruction Changes

Statistical Gating for Agent Instruction Changes

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7 min read
🚀 Boosting Our Project with Strategic Unit Testing: A Closer Look at Our Latest Code 🛠️

🚀 Boosting Our Project with Strategic Unit Testing: A Closer Look at Our Latest Code 🛠️

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2 min read
Introducing Unsplash Image Fetcher: A Practical Approach to Image Processing

Introducing Unsplash Image Fetcher: A Practical Approach to Image Processing

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2 min read
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