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Sharing LookML Between Projects: manifest.lkml, Project Imports, and Constants

September 9, 2026 · Vistelio

One Looker project per business unit is fine until every project re-defines the same date logic, the same brand labels, and the same customer view. This tutorial shows how to use manifest.lkml, local and remote project imports, and LookML constants to build a shared core project that other projects consume like a library.

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Making Your LookML Model AI-Ready: Labels, Descriptions, Synonyms, and Tags

September 9, 2026 · Vistelio

Gemini, Conversational Analytics and MCP agents all read your LookML. This tutorial covers the metadata work that decides whether they pick the right fields: pruning the exposed surface, labels, descriptions that carry the business rule, tags as synonyms, filter-value hygiene, agent context in Git, and how to measure whether any of it worked.

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Does Gemini Replace Your Looker Developer?

August 25, 2026 · Vistelio

An honest take: what Conversational Analytics does well, where it fails without a curated LookML model, and how the Looker developer's job shifts toward semantic-layer curation, evaluation and guardrails, with hiring implications.

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