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#SCRAPEData

Web Scraping & Data Extraction

Structured data from any site, including ones that don't want to give it up easily.

model: custom scope & deployment · contact for quote

~/telemetry/spec
Running
renderer
playwright_headless
network_layer
rotating_proxy_pool
captcha_policy
residential_bypass
delivery
csv·json·db_push
Node health0%
○ waitingmeasuring...

~/scope

6 capability modules
01#SPA

JavaScript-heavy sites

Scrapers that survive infinite scroll, client-side rendering, and virtualized lists where plain HTTP requests come back empty.

  • Headless browser
  • Infinite scroll
  • SPA rendering
02#ARMOR

Anti-bot & CAPTCHA resistance

Proxy rotation, fingerprint management, and CAPTCHA handling for sites engineered to resist scraping.

  • Proxy rotation
  • Fingerprints
  • CAPTCHA flows
  • Rate shaping
03#CADENCE

Scheduled pipelines

Scrapes that run on a cadence and deliver fresh data on time, daily, weekly, or event-triggered.

  • Cron
  • Incremental runs
  • Diffing
  • Delivery
04#SCHEMA

Clean, structured output

Lead, listing, and price data normalized into CSV, JSON, or your database, ready for tools, not a data dump.

  • Normalization
  • Dedup
  • Schema
  • Validation
05#COMPLY

Legal-safe methodology

Robots.txt-aware, rate-limit-respecting, and account-safe extraction that won't put your operation in the gray zone.

  • Robots.txt
  • ToS review
  • Rate limits
  • Source licensing
06#POOL

Distributed extraction

Handles hundreds of sources and millions of pages with a proxy pool and workers that won't trip alarms.

  • Proxy pool
  • Worker pools
  • Sharding
  • Bypass radios

~/stack

all runtimes production-validated

FOUNDATION

PythonPlaywrightScrapyBeautifulSoup

FRAMEWORK

Headless ChromeSeleniumAsync IO

STATE CONTROL

Rotating proxiesFingerprintsSessionsCache

BACKEND CORE

PostgreSQLBucketsStreaming exportAPIs

EVENT RUNTIME

SchedulersRetry policiesQueues

~/process

4-stage execution pipeline
  1. 01SCOPE

    Target analysis, structure, protections, rate limits, and consent.

    output:Target feasibility report
  2. 02ARCHITECT

    Parser + renderer strategy, proxy policy, and output schema.

    output:Extraction design
  3. 03EXECUTE

    Build against pagination, dynamic content, and anti-bot measures.

    output:Working extractor
  4. 04HARDEN

    Scheduled runs, retries, and drift detection on the target sites.

    output:Watched pipeline

~/work-case-study

linked to live /work routes
case study

I'll share matching case studies and verified metrics on a call, scoped to what you're building.

~/action
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Years shipping
0+
Products launched
0K+
Users reached
0%
Uptime mindset