Hash scraper technology blog

What is the NIST AI Agent Standard Initiative? Comprehensive guide to the three axes and MCP security standardization (2026)

What is the NIST AI Agent Standard Initiative? Comprehensive guide to the three axes and MCP security standardization (2026)

The NIST AI Agent Standards Initiative is a program for standardizing AI agents officially launched by the NIST Center for AI Standards Innovation (CAISI) under the National Institute of Standards ...

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FTC AI Policy Statement March 2026 - 5 Regulatory Areas Web Crawling Companies Should Know

FTC AI Policy Statement March 2026 - 5 Regulatory Areas Web Crawling Companies Should Know

On March 11, 2026, the FTC will announce an official policy statement regarding AI. This statement provides an official interpretation of how Section 5 of the existing FTC Act applies to AI systems...

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UK AI Copyright Report to be Released on March 18 — Comprehensive Guide for Web Scraping/Data Collection Companies

UK AI Copyright Report to be Released on March 18 — Comprehensive Guide for Web Scraping/Data Collection Companies

TL;DR - On March 18, 2026, the UK government will release a report on AI copyright and economic impact as a legal obligation. - Out of 11,500 consultation responses, 88% supported "Mandatory Full L...

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2026 Instagram Crawling Complete Guide: API vs Web Scraping vs Service Comparison

There are three ways to collect Instagram data as of 2026: Official Graph API, Python web scraping, and professional crawling services. With the complete discontinuation of the Basic Display API at...

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We do not directly deduct balances - Reasons for choosing a ledger-based SaaS billing architecture

We do not directly deduct balances - Reasons for choosing a ledger-based SaaS billing architecture

In SaaS credit billing, directly modifying the balance column is fast but risky. Hashscrapper records all deductions as history (ledger) and calculates the balance by summing up the history, using ...

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Playwright Crawling Complete Guide 2026 - From Installation to Anti-bot Bypass

Playwright Crawling Complete Guide 2026 - From Installation to Anti-bot Bypass

Playwright is the most widely used open-source browser automation tool for crawling dynamic websites as of 2026. Developed by Microsoft, it controls Chromium, Firefox, and WebKit with a single API ...

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Is web scraping and AI learning really illegal? - Key points from the government's fair use guide

Is web scraping and AI learning really illegal? - Key points from the government's fair use guide

"Web scraping is illegal" — Many people still believe this.The government has officially responded. "It is not."If you are a company that utilizes web scraping for business purposes, you may have e...

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Crawling Service Recommendations 2026: A Comparative Guide by Purpose

Crawling Service Recommendations 2026: A Comparative Guide by Purpose

Freelancer, SaaS, API, Proxy, Subscription-based - A practical guide to choosing a web scraping service that suits your situation Reading Time: 8 minutes | Last Updated: January 2026 Why Use Web Sc...

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The actual cost of outsourcing for web scraping is 2 to 3 times the estimated amount.

The actual cost of outsourcing for web scraping is 2 to 3 times the estimated amount.

Comparison of 3-year TCO including structural changes, blocking response, and PM man-hours Reading Time: 7 minutes | January 2026 Key Summary The outsourcing estimate for crawling only includes "de...

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