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⚡ AI Lessons

Dev.to · Genevieve Breton
💻 AI-Assisted Coding
⚡ AI Lesson
2w ago
I tried to obfuscate my Java code before sending it to AI — here's what broke
When a client added a "no AI assistants on our codebase" clause to my contract last year, I did what...

Dev.to · Genevieve Breton
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Streamlit dashboards meet AI coding: an end-to-end privacy workflow
The previous articles each closed one leak. A real Streamlit + pandas dashboard leaks through five at...

Dev.to · Genevieve Breton
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
Pandas pipelines through AI without leaking your column names
Every other framework in this series leaked through identifiers. Pandas leaks through strings — and...

Dev.to · Genevieve Breton
1mo ago
The AI Code Protection Landscape: 13 Products Compared
A practical comparison of tools that protect source code and sensitive data from leaking to AI...

Dev.to · Genevieve Breton
🧠 Large Language Models
⚡ AI Lesson
1mo ago
PromptCape vs PromptBase: similar names, different products
I keep getting the same question: "Is PromptCape the same thing as PromptBase?" No. They're...

Dev.to · Genevieve Breton
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Building a transparent terminal-based proxy for Claude Code in Cursor (or any IDE)
The previous two articles in this series (part 1: obfuscation, part 2: the 3-way merge) were about...

Dev.to · Genevieve Breton
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
Building a transparent terminal-based proxy for Claude Code in Cursor (or any IDE)
The previous two articles in this series (part 1: obfuscation, part 2: the 3-way merge) were about...

Dev.to · Genevieve Breton
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Reverse-applying AI changes to obfuscated code: a 3-way merge that actually works
In the last article I went through what breaks when you obfuscate Java code before sending it to an...

Dev.to · Genevieve Breton
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Why Your Source Code Is at Risk When Using AI Coding Assistants
Every line you send to an AI coding tool leaves your control. Here's what that means for your...
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