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Developers: Cut Bandwidth Costs with HTTP Caching and a PoliteFetcher
Developer guide to HTTP caching in scraping: build a PoliteFetcher, run a two request audit, use tiered storage, and track 304 hit rates.
Headless Browser Scraping: Use Playwright for Login, Then HTTP
Use a strict HTTP-first checklist, use Playwright only for authentication, extract session data, and reuse HTTP calls to avoid the browser tax and cut...
3–5 Targets: Pilot First Web Scraping Cost Control for Data Engineers
Run a short pilot on 3–5 targets, log success rates, retries, bandwidth, and developer hours, then forecast real cost per delivered page.
5 Steps to Ship an MCP Client and Map Gyrence Primitives for Developers
Developer-first explainer: follow a 5-step MCP client flow, apply production hardening, and map Gyrence primitives (Search, Traverse, Fetch, Extract, Map)...
Extract Earnings Transcripts in Five Production Stages for Developers
Developer first guide to extracting earnings transcripts: pick sources, design a schema, and deploy a five stage production pipeline with API driven...
Set Up an MCP Server in 5 Minutes for Developers With Typed Web Data
Get an MCP server running in 5 minutes with runnable Python and TypeScript examples, Inspector validation, production hardening, and typed web data from...
Developers: Avoid Surprise Bills and Schema Drift in BigQuery Web Data
Developer guide to loading web data into BigQuery: event-driven crawlers, schema versioning, cost control, and RAG/ML prep.
Developers: Replayable S3 Web Scraping, Batch 200–500 Pages
Developer cookbook for S3 web scraping. Build replayable, serverless pipelines, batch 200–500 pages per object, enforce SSE-KMS and lifecycle rules, and...
Crawl Depth Limits: A Developer's Guide to Safe Defaults
Understand crawl depth limits to enhance your site's efficiency. Learn safe defaults and optimize your crawling strategy for better results.