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Using Residential Proxy Infrastructure for WhatsApp Proxy Research, Grab Data, and Crawler Data Without Losing Control

The fastest crawler data pipeline is not always the best one.

Residential Proxies SERP API Proxies Scraper AI Trends

Xyla Huxley

2026-07-08

20 min read

A Developer-Friendly Residential Proxy Blueprint for WhatsApp Proxy, Grab Data, and Crawler Data

Developers building crawler data systems often inherit vague requirements.

Residential Proxies Proxies SERP API AI Trends

Xyla Huxley

2026-07-08

20 min read

Building a Real-Time Sports Video Pipeline That Feeds Your LLM Without Getting Cut Off

You need fresh sports video in your LLM training loop.

Residential Proxies Proxies AI Trends

Xyla Huxley

2026-06-23

20 min read

The $400K Mistake: Thinking AI Model Training for Sports Video Only Needed GPUs

We approved the budget in January. $2.3 million for the fiscal year. $1.8 million for GPU compute clusters running sports video analysis models.

Residential Proxies Proxies ISP Proxies AI Trends

Xyla Huxley

2026-06-23

20 min read

Why Your LLM's Sports Video Understanding Depends on Residential Proxy Infrastructure You Haven't Built Yet

You spent six months optimizing your LLM’s transformer architecture. Another four on fine-tuning datasets.

Residential Proxies Proxies Social Media AI Trends

Xyla Huxley

2026-06-23

20 min read

The Quiet Revolution: How Sports Video Is Reshaping Multimodal LLM Training Methodologies

The academic community spent a decade perfecting image understanding for LLMs. ImageNet pretraining.

Residential Proxies Proxies AI Trends

Xyla Huxley

2026-06-23

20 min read

Training a Cooking Robot? Your YouTube Data Pipeline Needs to See Every Kitchen in the World

Robotics companies training vision-language-action models face a specific data challenge.

Residential Proxies Proxies AI Trends

Xyla Huxley

2026-06-18

20 min read

The End of Curated Datasets: Why Frontier Multimodal Models Train on Raw Web Video

The research community spent decades perfecting dataset curation. ImageNet's hierarchical categories. Kinetics' labeled action clips.

Residential Proxies Proxies AI Trends

Xyla Huxley

2026-06-18

20 min read

The $2 Million Question: Why Our Multimodal Training Budget Went 40% Over (And It Wasn't GPUs)

We budgeted carefully. Compute allocation for 512 H100s running 24/7 for six months. Storage for 5 petabytes of raw and processed video.

Residential Proxies Proxies ISP Proxies AI Trends

Xyla Huxley

2026-06-18

20 min read

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