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Pini Shvartsman | Technology Leader · AI Transformation & Autonomous Engineering

LLM

Your AI Stack Is Rented Until You Can Run Part of It Yourself

·787 words·4 mins
AI LLM Local AI Gemma Open Source Engineering Leadership Privacy Infrastructure
Anthropic just told Claude Code users that third-party harnesses need separate billing. Google dropped Gemma 4 under Apache 2.0 across …

Cisco Built an LLM Security Leaderboard. You Should Care Even If You Don't Use Cisco.

·640 words·4 mins
AI Security LLM Prompt Injection Enterprise Cisco DevSecOps
Cisco just published a public leaderboard scoring LLMs on how well they resist attacks. Anthropic dominates the top 10. Multi-turn attacks are where …

So, You've Built a RAG. Now Let's Make It Not Suck.

·2357 words·12 mins
AI RAG LLM Production Systems Machine Learning Vector Search
Your basic RAG works in the demo. It falls apart with real users. Here’s how to upgrade from a fragile prototype to a production system that …

RAG for Developers: A No-BS Introduction

·1042 words·5 mins
AI RAG LLM Developer Productivity Machine Learning
Developers keep asking me to explain RAG. Here’s the straightforward explanation: it’s the difference between an AI that makes stuff up …