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Alexandru Mareș@allemaar
Alexandru Mareș
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Thoughts on AI systems, architecture, and building.

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Writing

Thoughts on AI systems, architecture, and building.

··Agentic AI

The Moment AI Stopped Being a Tool

Between October 2024 and January 2025, three companies shipped systems that act inside software environments instead of answering questions about them. The capability curve did not jump; the verb did. From query to operate.

05/05/2026·3 mingeneral