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Case Study: How an AI Vertical Video Startup Scaled Recs and Production with Data-Driven IP Discovery

Case Study: How an AI Vertical Video Startup Scaled Recs and Production with Data-Driven IP Discovery

How Holywater scaled recommenders and episodic production with AI-driven IP discovery — technical roadmap, code, and org playbook for 2026.

programa2026-02-11 · 9 min read

10 Prompt Patterns for Vertical Video Content Discovery and Microdrama Generation

10 Prompt Patterns for Vertical Video Content Discovery and Microdrama Generation

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medicube Zero Pore Pads 2.0, Dual-Textured Facial Toner Pads for Exfoliation and Pore Care with 4.5% AHA Lactic Acid & 0.45% BHA Salicylic Acid, Ideal for All Skin Types, Korean Skin Care (70 Units)

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Micro Apps at Scale: Platform Patterns for Enterprises to Encourage Safe Citizen Development

Micro Apps at Scale: Platform Patterns for Enterprises to Encourage Safe Citizen Development

Enable citizen development without the chaos: adopt platform-led governance, SDKs, and CI policies to prevent micro-app sprawl and security gaps.

Create a Dining Recommendation Micro App Using LLMs, Geolocation, and Group Preferences

Create a Dining Recommendation Micro App Using LLMs, Geolocation, and Group Preferences

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SEZMOONSI Double Mattress 4FT6, Gel Memory Foam, Individually Medium Firm Pocket Sprungs Double Size Mattresses, Orthopedic Hybrid Mattress for Back Pain Relief 135x190x23cm

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Migrating From Chrome: How to Replace Google Chrome with a Privacy-First Browser in Enterprise

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Migrating From Chrome: How to Replace Google Chrome with a Privacy-First Browser in Enterprise

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Trade-Free Linux for Developers: Adopting a Fast Mac-like Distro for Dev Workflows

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Trade-Free Linux for Developers: Adopting a Fast Mac-like Distro for Dev Workflows

pprograma

Ring Outdoor Camera Plus (newest gen) Battery | Wide-Angle 2K Video with Ring Vision I DIY Wireless Outdoor Security Camera | alternative to CCTV system I 30-day free trial of Ring Subscription Plan

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Creating Adaptive Music Platforms: Insights from Gemini's Transformative Approach

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Creating Adaptive Music Platforms: Insights from Gemini's Transformative Approach

EEvelyn Hartman

Local-First Browsers: How to Build an Offline-Capable LLM Browser Like Puma

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Local-First Browsers: How to Build an Offline-Capable LLM Browser Like Puma

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Docker + Triton + ONNX: CI/CD Patterns for Deploying LLMs to Edge Devices

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Docker + Triton + ONNX: CI/CD Patterns for Deploying LLMs to Edge Devices

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Harnessing AI for Government: Tailoring Generative Tools for Public Service

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Harnessing AI for Government: Tailoring Generative Tools for Public Service

JJordan M. Reeves

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Prompt Engineering for Agentic Tasks: Reliable Recipes for Booking, Ordering, and Scheduling

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Prompt Engineering for Agentic Tasks: Reliable Recipes for Booking, Ordering, and Scheduling

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Maximizing Productivity with OpenAI’s ChatGPT Atlas Browser

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Maximizing Productivity with OpenAI’s ChatGPT Atlas Browser

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Maximizing Interactivity: Integrating Google Meet's New Gemini Feature into Projects

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Maximizing Interactivity: Integrating Google Meet's New Gemini Feature into Projects

AAlex Rivera

Conversational Search: A Potent Tool for Publishers in the AI Era

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Conversational Search: A Potent Tool for Publishers in the AI Era

AAva Mercer

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Understanding the Future of AI Hardware: Insights into Jony Ive's Upcoming Device

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Understanding the Future of AI Hardware: Insights into Jony Ive's Upcoming Device

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Siri’s Next Leap: Tech Innovations Inspired by CES 2026

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Siri’s Next Leap: Tech Innovations Inspired by CES 2026

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Agentic AI in Ecommerce: Building a Qwen-Powered Booking and Ordering Skill

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Agentic AI in Ecommerce: Building a Qwen-Powered Booking and Ordering Skill

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Designing Smaller, Nimbler AI Projects: A Playbook for Engineering Teams

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Designing Smaller, Nimbler AI Projects: A Playbook for Engineering Teams

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The Future of Content Creation is Here

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The Future of Content Creation is Here

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From Siri to Gemini: What the Apple-Google Deal Means for App Developers

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From Siri to Gemini: What the Apple-Google Deal Means for App Developers

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Sandboxing and Security Patterns for Agentic AIs that Access Your Desktop

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Sandboxing and Security Patterns for Agentic AIs that Access Your Desktop

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AI-Powered Solutions for Modern Teams

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AI-Powered Solutions for Modern Teams

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