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⚡ AI Lessons

Dev.to · flipslidersand
4d ago
Sandboxed Code Evaluation for AI-Generated Outputs — How I Built SafeCode Arena
AI code verification with "AI"

Dev.to · flipslidersand
💻 AI-Assisted Coding
⚡ AI Lesson
2w ago
I Thought I Used 1 Billion Tokens in Claude Code Last Week. Turns Out 97% Was Cache.
Last week, I pulled my Claude Code usage logs and saw this number: 1.36 billion tokens in a single...

Dev.to · flipslidersand
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
Debugging a Python "Memory Leak" That Was Actually a Measurement Bug (ru_maxrss vs VmRSS)
I was running a pipeline for building a RAG knowledge base: crawl web articles, split them into...

Dev.to · flipslidersand
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The AI Is Fast. The Decisions Are Mine.
A lot of writing about AI-assisted development focuses on speed. How fast you can generate code. How...

Dev.to · flipslidersand
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Built an Article Draft Pipeline with Claude Code in Half a Day
Writing technical articles is harder than it sounds. The topic. The research. The structure. The...

Dev.to · flipslidersand
🏭 MLOps & LLMOps
⚡ AI Lesson
1mo ago
AI-Native Development Flow: 4 Months, 153 PRs, Production
I joined a used-car export company as the only engineer. There was no existing codebase. No...
DeepCamp AI