Parsing HTML and JSON Reliably
Writing selectors that survive redesigns, validating output with a schema, and defensive parsing so one missing field does not corrupt a whole dataset.
by LightningBytes Team
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Handling Pagination in Scrapers
Offset, cursor and infinite-scroll pagination, detecting the end condition, deduplicating across pages, and resuming a crawl after a failure.
by LightningBytes Team
Web Scraping vs APIs
When an official API is available and sufficient, use it. How the two compare on reliability, cost, limits and legal footing, plus the hybrid approach.
by LightningBytes Team
Stop Scraping the Page, Find the API Instead
How to locate the JSON endpoints a page loads from, replay them with sane headers, and get structured data instead of parsing rendered HTML.
by LightningBytes Team
Async Python Scraping Without Breaking Rate Limits
Using asyncio with aiohttp or httpx for concurrent scraping, why more concurrency often means less throughput, and how to throttle per host without stalling.
by LightningBytes Team
Java Web Scraping: Complete Guide
Building scrapers in Java: fetching with the built-in HttpClient, parsing with Jsoup, driving a browser with Selenium, and configuring proxies for each.
by LightningBytes Team
Puppeteer Web Scraping: A Practical Guide
Puppeteer scraping in Node: launch arguments, proxy configuration, waiting strategies, memory management across many pages, and when headless is overkill.
by LightningBytes Team
Playwright Scraping with Proxies
Configuring proxies per browser and per context in Playwright, running parallel identities safely, and cutting bandwidth with request interception.
by LightningBytes Team
Selenium Proxy Setup and Rotation
Configuring proxies in Selenium for Chrome and Firefox, handling proxy authentication, and rotating endpoints across driver instances safely.
by LightningBytes Team
Configuring Scrapy Proxy Middleware
Setting up Scrapy with a proxy, writing a rotating middleware with health tracking, and tuning throttle and retry settings so the spider backs off cleanly.
by LightningBytes Team
Beautiful Soup: Parsing HTML Without the Headache
Choosing a parser, writing selectors that survive redesigns, handling malformed HTML, and the mistakes that make a BeautifulSoup scraper break silently.
by LightningBytes Team
Using Python requests with Proxies
Configuring single and rotating proxies in Python requests, per-request routing, timeouts, retries with backoff, and logging which exit IP served a call.
by LightningBytes Team
Web Scraping with Python: Complete Guide
A working Python scraping guide: fetch static pages with requests, parse them with BeautifulSoup, add a browser when needed, and configure a proxy correctly.
by LightningBytes Team
What Is Web Scraping? A Practical Introduction
A grounded introduction to web scraping: what it is, how it differs from an API, the basic anatomy of a scraper, and where the legal and ethical lines sit.
by LightningBytes Team
Residential Proxy Use Cases
Where residential proxies actually earn their cost: price monitoring, SERP and ad checks, market research, travel, real estate and brand protection.
by LightningBytes Team
What Is a Proxy Pool and How to Build One
A proxy pool is the set of endpoints a scraper draws from. Here is how to design one with health checks, cooldowns and per-target concurrency control.
by LightningBytes Team
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