AI Stack & Ethics

My AI Practices

Full transparency about how I use cutting-edge tools (Google Labs, Anthropic, Midjourney) as thinking partners and production accelerators — without losing design judgment or human voice.

NEW • 2026 CASE STUDY & WIKI

AI Workflow Engineering & Advanced Prompting

Multi-tier interactive wiki (Junior, Mid, Senior), 42-term glossary and live latency simulators.

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AI Working Principles

Human Craft + AI Scale

AI doesn't replace art direction or empathy with the user; it removes repetitive technical friction so 100% of the energy goes into final product quality and business strategy.

Deep Research & Sources

NotebookLM

Provider: Google Labs

For deep, source-backed research (technical documents, research papers, and transcripts). Enables synthesizing large volumes of information without hallucinations.

Main Use Cases:
  • Technical documentation analysis
  • Research source synthesis
  • Product knowledge curation
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Multimodal AI & Reasoning

Google Gemini

Provider: Google

Advanced multimodal model for complex reasoning, long-context analysis, and code support in large-scale web projects.

Main Use Cases:
  • Multimodal reasoning and data analysis
  • Architecture and code assistance
  • Long-context synthesis
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AI UI Design & Components

Stitch by Google

Provider: Google

Google's experimental tool for AI-powered UI component generation and rapid prototyping.

Main Use Cases:
  • Rapid UI component prototyping
  • Layout and structure exploration
  • Design component inspiration
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Generative Visual Exploration

Google ImageFX / Flow

Provider: Google Labs

Google Labs' experimental platform for fluid visual exploration and iterative image generation through chained concepts.

Main Use Cases:
  • Conceptual visual asset generation
  • Iterative exploration of graphic styles
  • Moodboards and art direction
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Brand Strategy & AI Pair-Programming

Claude & Custom Claude Skills

Provider: Anthropic

The main engine for defining brand pillars, content strategy, real-time pair-programming (Astro/React front-end), and building custom automated Skills.

Main Use Cases:
  • AI-augmented front-end development
  • Custom Skills & Prompt creation
  • Editorial strategy and positioning
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Validated Web Intelligence

Perplexity AI

Provider: Perplexity

For real-time research with direct validation and web citations. Used to instantly verify market data, trends, and technical references.

Main Use Cases:
  • Real-time technical search
  • Source and data verification
  • Competitor benchmarking
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Visual Craft & Textures

Midjourney

Provider: Midjourney Inc.

For visual experimentation, conceptual exploration of styles and patterns, and generating unique graphic assets for brands and products.

Main Use Cases:
  • Visual prompt design
  • Texture and SVG pattern generation
  • Conceptual brand prototyping
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