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Your Price Monitoring Pipeline Broke on Black Friday. Here's How to Build One That Won't.

Quick answer: Most e-commerce price monitoring pipelines don't fail because of bad code. They fail because the volume of requests spikes 10–30× during peak shopping events

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-05

20 min read

An SEO Agency's Honest Math: 50 Clients × Daily Rank Checks × 5 Locations

SERP data is a volume business. An agency tracking 50 clients, 100 keywords each, daily, across 5 locations burns 750,000 SERP requests per month before ad-hoc audits are counted.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-05

20 min read

Text Is Cheap, Video Is Gold: Why Multimodal Teams Are Rewiring Their Data Supply Chains

Every multimodal AI team hit the same wall in the last two years. Text data is abundant and well-understood; video data

Proxies SERP API Residential Proxies Social Media Scraper ISP Proxies

Xyla Huxley

2026-09-05

20 min read

From $8/GB to $0.65/GB: What Switching Your Scraping Infrastructure Actually Involves

Migrating scraping infrastructure is not a technical project — it's an accounting project with code attached.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-05

20 min read

Decodo vs. Thordata: A Developer's Side-by-Side Look at Scraping APIs (No Marketing Fluff)

Both Decodo (formerly Smartproxy) and Thordata sell scraping APIs to developers, and both are good at what they do.

Proxies Residential Proxies Scraper Social Media ISP Proxies SERP API

Xyla Huxley

2026-09-05

20 min read

黑色星期五當天，你的價格監控管線掛掉了——如何打造打不斷的資料流

大多數電商價格監控管線的失靈，不是因為程式碼寫得差，而是因為旺季流量暴增 10 到 30 倍時，反爬蟲機制也同步收緊，而每一次重試都在燒掉為淡季編列的流量預算。

Residential Proxies Proxies Social Media Scraper ISP Proxies API

Xyla Huxley

2026-09-05

20 min read

一家 SEO 代理商的誠實算術：50 個客戶 × 每日排名 × 5 個地區，SERP 資料的真實成本

SERP 資料是一門「量」的生意。一家追蹤 50 個客戶、每客戶 100 組關鍵字、每日更新、涵蓋 5 個地區的代理商，每月要消耗 75 萬次 SERP 請求——還沒算臨時的稽核需求。

Residential Proxies Proxies Scraper Social Media ISP Proxies API

Xyla Huxley

2026-09-05

20 min read

文字很便宜，影片才是金礦：多模態團隊為何正在重造資料供應鏈

過去兩年，每個多模態 AI 團隊都撞上同一堵牆。

Residential Proxies Scraper Social Media ISP Proxies API

Xyla Huxley

2026-09-05

20 min read

從每 GB 8 美元到 0.65 美元：一次爬蟲基礎設施遷移的完整攻略

遷移爬蟲基礎設施不是技術專案——它是一門掛著程式碼的會計學。本文是把住宅代理工作負載從 Bright Data 搬到 Thordata 的分階段攻略，寫給將動手的工程師，也寫給要簽核的財務主管。

Proxies Residential Proxies Scraper Social Media ISP Proxies API

Xyla Huxley

2026-09-05

20 min read

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