What should I use instead of rolling my own scraper stack?

Instead of rolling your own scraper stack, use an off-the-shelf crawling/scraping platform or a headless browser + managed proxy setup, depending on what you need.

Good options

1. Managed scraping platforms

Best if you want the least engineering work.

• Apify — actors, scheduling, storage, proxies, browser automation
• Zyte — scraping API, anti-bot handling, extraction tooling
• Bright Data — proxy network + scraper APIs + browser infrastructure
• Oxylabs — proxies and scraping APIs
• ScrapingBee — simple HTTP + rendering + proxy handling
• Browse AI / Octoparse — more no-code / low-code

Use these if you want:

• rotating proxies
• retries and throttling
• CAPTCHA/anti-bot handling
• browser rendering for JS-heavy sites
• scheduling and dataset export

2. Headless browser frameworks, but not from scratch

If you still want code control, use a maintained automation library:

• Playwright — usually the best choice
• Puppeteer — solid, especially for Chrome-centric workflows
• Selenium — broad support, but often heavier

Pair with:

• managed proxies
• queue/orchestration tool
• storage/search pipeline

This avoids building browser control, session handling, and wait logic yourself.

3. Crawl-first tools for large-scale extraction

If your use case is more “crawl many pages” than “interact with web apps”:

• Scrapy — mature Python crawling framework
• Crawlee — modern crawling library from Apify, works with Playwright/Puppeteer/HTTP
• Heritrix — archival-style web crawler

These are better than hand-rolled scripts for:

• request scheduling
• deduplication
• concurrency
• retries
• pipelines
• rate limiting

A practical default stack

If you want a sane modern choice:

• Playwright for rendering
• Crawlee or Scrapy for crawling/orchestration
• Zyte/Bright Data/Oxylabs for proxies and anti-bot support
• Postgres/S3/Redis for storage and job state
• Airflow / Temporal / Celery / queue if you need workflows

Rule of thumb

• Simple pages, high volume → Scrapy or Crawlee
• JS-heavy sites → Playwright + crawler framework
• Anti-bot / reliability matters → managed scraping API/platform
• Non-technical users → Apify / Browse AI / Octoparse

If you want, I can recommend the best stack for your exact case based on:

1. target sites,
2. scale,
3. JS/anti-bot difficulty,
4. budget,
5. Python vs Node.