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Naser Sadrmanesh

AI Product Engineer · Founder · Open-Source Builder. I write about shipping AI-powered products, developer tools, and the engineering decisions behind them.

Safe write tools for agents: preview, confirm, audit, and stale previews in a WooCommerce MCP server

Safe write tools for agents: preview, confirm, audit, and stale previews in a WooCommerce MCP server

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Comments 7
9 min read

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Why RAG breaks on Persian text, and what I built to fix it: normalization, half-spaces, spelling variants, and a regression bench

Why RAG breaks on Persian text, and what I built to fix it: normalization, half-spaces, spelling variants, and a regression bench

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Comments 3
9 min read
Is your new search actually better? Label gaps, LLM judge panels, and paired statistics for offline search evaluation

Is your new search actually better? Label gaps, LLM judge panels, and paired statistics for offline search evaluation

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11 min read
Treat agent skills like code: evals, a strict validator, and an npx installer for commerce skills

Treat agent skills like code: evals, a strict validator, and an npx installer for commerce skills

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10 min read
Four open-source tools for AI in e-commerce, and what building them taught me

Four open-source tools for AI in e-commerce, and what building them taught me

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4 min read
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