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Schema-Driven AI: Better User Experiences with Structured Output
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Schema-Driven AI: Better User Experiences with Structured Output
Transforms chatting from simple text generators into powerful data processing engines, enabling extraction of organized information from PDFs, audio files, and more. Here are some practical techniques for building, including audio analysis, pdf data extraction and conversation state management, showcasing how constraint-driven outputs can power rich user experiences.
Image Gen on Apple Silicon
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Image Gen on Apple Silicon
We've got the apple silicon, lets download some models and make some pictures
Recipes big and small
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Recipes big and small
The hardest thing about living in the future is that we're figuring it out as we go. Here's some notes of things to play with.
Exposing Services with MCP
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Exposing Services with MCP
Model Context Protocol bridges the gap between AI models and your applications. Learn how defining simple tools with descriptions and parameters lets Claude intelligently combine services without explicit instructions.
Slicing up a design from figma
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Slicing up a design from figma
In this hands-on comparison, three coding tools - Cursor, Aider, and v0 - are put to the test as they attempt to replicate a design from Figma into functional HTML and CSS code, revealing their strengths, weaknesses, and quirks.

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Learnings

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April 7, 2025

Iterating designs with Chat GPT 4o

Discover how to leverage Chrome's hidden command palette and ChatGPT to transform your website screenshots into sophisticated wireframes. Learn a clever workflow that combines Chrome's full-page screenshot capability with ChatGPT's AI-powered design suggestions to create professional 16:9 ratio mockups for your next project.

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April 4, 2025

Thoughts on gemini

Despite popular narratives about Google lagging in AI, their Gemini models reveal engineering excellence that's hard to ignore when you strip away the conservative product decisions and UI polish. From the lightweight yet powerful Gemma 3 to the multimodal capabilities of Gemini 2.5, Google's models demonstrate a level of speed, precision, and fundamental understanding that suggests they're not playing catch-up—they're just being cautious.

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April 3, 2025

Use the llm cli for quick prototyping

Transform your workflow with a command-line tool that brings AI capabilities directly to your terminal, no complex setup required. See how to parse websites, analyze transcripts, and extract meaningful data using the llm CLI with popular models like Gemini and Claude.

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Case Studies

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Optimizing Onboarding Process

Human Resources

Optimizing Onboarding Process

We implemented a schema-driven AI solution that could extract structured data from various financial document formats, including PDFs, spreadsheets, and presentations.

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Electric Vehicle AI Console

Transportation

Electric Vehicle AI Console

A customer facing mobile application wants to build out their web and interactive experience allowing users to get easier access to their driving and charging data.

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Archived issues

What we offer

2024

01.
AI DIGITAL TRANSFORMATION USING BEST IN CLASS AI
02.
PRODUCT DESIGN AND ENGINEERING
03.
MODELING AND DATA INTERPRETATION FOR AI TUNING
04.
UPDATING OLD MOBILE AND WEB APPS FOR AI

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