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Discord Community

Field notes from the world of data extraction.

Articles, interviews and analysis on how data is gathered, used and fought over — written by the people closest to it.

Teaching AI to scrape like a pro: how we measure LLMs’ data quality
Scraping practice

Teaching AI to scrape like a pro: how we measure LLMs’ data quality

AI-enabled code editors can now conjure scraping code on command. But is it any good? Here’s how Zyte re-engineered LLMs with Web Scraping Copilot to drive best-in-class output.

Theresia Tanzil·10 min read·February 23, 2026
API-first scraping: Extraction for the modern web

API-first scraping: Extraction for the modern web

This is the "API-first" method, a workflow that turns brittle, complex parsing jobs into clean, reliable, high-velocity JSON pipelines.

John Rooney·10 min read·February 20, 2026
Sun, sea and code: What we built at Zyte’s API hackathon
Web data collection

Sun, sea and code: What we built at Zyte’s API hackathon

Discover the 7 creative projects built at Zyte’s API Hackathon in Turkey, from security scanning tools to price comparison engines and smart caching systems.

Robert Andrews·5 min read·February 19, 2026
Claude Sonnet 4.6 is the new best model for writing scrapers
AI-assisted data extraction

Claude Sonnet 4.6 is the new best model for writing scrapers

Claude Sonnet 4.6 is now the top model in Zyte’s Web Scraping Copilot benchmark, narrowly beating Gemini 3 Pro on extraction quality, with a small increase in code complexity.

Konstantin Lopukhin·10 min read·February 18, 2026
Electric cars and the journey to the future of web data
Web scraping APIs

Electric cars and the journey to the future of web data

Discover how web scraping APIs are replacing proxy-based setups, just as electric vehicles are transforming the auto industry. Learn why APIs deliver lower total cost, better scalability, and long-term value for web data teams.

Iain Lennon·10 min read·February 16, 2026
Building solidarity and strategy at Zyte’s global meet-up
Leadership

Building solidarity and strategy at Zyte’s global meet-up

What happens when a remote-first company meets in person? Zyte's COO Suzanne Hassett shares insights from the 2026 Antalya meet-up, where strategy, solidarity, and customer voices shaped the year ahead.

Suzanne Hassett·5 min read·February 13, 2026
Hybrid scraping: The architecture for the modern web
Anti-ban

Hybrid scraping: The architecture for the modern web

Learn how hybrid scraping combines headless browsers and lightweight HTTP clients to bypass JavaScript challenges efficiently. Reduce RAM usage, improve speed, and scale your web scraping pipelines with session reuse and TLS fingerprinting.

John Rooney·10 min read·February 13, 2026
AI and the web: What 2025 changed and what comes next
Web data application

Your business doesn’t care about scraping - it cares about data

Web scraping isn’t the competitive advantage it used to be. Learn why shifting to a scraping API helps engineers reclaim time, reduce maintenance, and focus on delivering reliable data.

John Rooney·10 min read·February 10, 2026
Scraping Swiss Army Knife: My personal fix for web setup fatigue using Docker, Scrapy and Zyte
Web scraping APIs

Scraping Swiss Army Knife: My personal fix for web setup fatigue using Docker, Scrapy and Zyte

Tired of repeating web scraping setup? Learn how a multi-arch Docker container with Scrapy, Zyte, Requests, and Pandas speeds up exploration and debugging.

Ayan Pahwa·10 min read·February 5, 2026
Scraping Swiss Army Knife: My personal fix for web setup fatigue using Docker, Scrapy and Zyte
Web scraping APIs

How I trade gold using e-ink, live data and an old Raspberry Pi

Track real-world gold and silver retail prices automatically using Zyte API, Python, and a Raspberry Pi with an e-ink display. Learn how to scrape rendered HTML, parse prices, and build an always-on trading dashboard.

Ayan Pahwa·10 min read·February 2, 2026
Web data for engineering leaders in 2026: Scale scraping without scaling headcount
Use case

Web data for business insights in 2026: Elevate your BI function with quality data

Discover how BI teams in 2026 use AI-powered web data to cut data wrangling, improve quality, and stay compliant. Insights from Zyte’s Web Scraping Industry Report.

Theresia Tanzil·5 min read·January 27, 2026
Web data for engineering leaders in 2026: Scale scraping without scaling headcount
Use case

Web data for scraping developers in 2026: AI fuels the agentic future

AI is reshaping web scraping in 2026. Learn how agentic systems, scraping APIs, and automated access management help developers build faster, more resilient data pipelines.

Theresia Tanzil·5 min read·January 26, 2026
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