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Pini Shvartsman | Technology Leader · AI Transformation & Autonomous Engineering

Technical Debt

Technical Debt Just Got Cheaper. Something Worse Moved In.

·14 mins
AI AI Agents Technical Debt Architecture Engineering Leadership
The migration you put off for six years is now a weekend. Classic technical debt got far cheaper to pay off, because mechanical change stopped costing …

The Context Engine: What Comes After We've Solved Code Generation

·827 words·4 mins
AI Developer Productivity Software Architecture Technical Debt Predictive Development
We’ve largely solved the context problem in AI coding tools. RAG systems ingest our docs, codebase-aware assistants understand our architecture, …