I Write About AI Every Week — Here's What I Cover

Hi! I'm Shmulik — senior engineer at Apiiro and the author of AI Superhero, a weekly newsletter going deep on AI tools, models, and benchmarks.

Each week I publish a practical deep-dive on what's actually happening in the AI space: code review agents, LLM internals, RAG architectures, coding tools, and more.

I'm cross-posting my best articles here so you can read them without leaving the platform. The originals always live on Substack — I'll link back from every post.

Recent topics

• Stop "Vibe Merging" — Why AI-generated code is exploding PR review time, and the first neutral benchmark for code review agents
• 50 Shades of BERT — Why encoder models like RoBERTa and DistilBERT still outperform LLMs in production NLP tasks
• Structured RAG — How SQL-based RAG fixes the aggregative question problem that vector search gets wrong
• Demystifying Coding Agents — The simple architecture powering Cursor, Windsurf, Claude Code, and GitHub Copilot

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