Notes from the field on automated abuse in e-commerce.

How invisible online threats impact revenue, trust, and digital growth — written by the team building Kairal.

How CAPTCHA Solvers Actually Work — and Why CAPTCHAs Stopped Stopping Bots

How CAPTCHA Solvers Actually Work — and Why CAPTCHAs Stopped Stopping Bots

A CAPTCHA isn't a wall — it's a token, and attackers buy it for about $0.002. Inside the solver economy: human farms, ML solvers, and the token harvesters sneaker bots use — and why the friction lands on your customers, not the bots.

Carding Attacks on Magento: Why reCAPTCHA and AVS Aren't Stopping Them

Carding Attacks on Magento: Why reCAPTCHA and AVS Aren't Stopping Them

reCAPTCHA on, AVS and CVV on, Braintree fraud tools on — and the carding attempts keep coming. Here's why those controls miss a Magento carding attack, whether bots can order through your APIs (they can), and the layered defense that actually changes the attacker's economics.

Newsrooms Are Blocking the Internet Archive to Stop AI, and the Web Can't Tell the Difference

Newsrooms Are Blocking the Internet Archive to Stop AI, and the Web Can't Tell the Difference

More than 340 news outlets now block the Wayback Machine over AI-scraping fears, though none can show it happened. The real problem isn't AI or archiving. It's that the web's access controls can't tell a preservation crawler from a training scraper. Europe already wrote the distinction into law.

AI Shopping Agents on Your Store: Which to Allow, Which to Block, and How to Tell Them Apart

AI Shopping Agents on Your Store: Which to Allow, Which to Block, and How to Tell Them Apart

AI-referred traffic now converts 42% better than your other channels, while AI-driven attacks grew 12.5x in a year. How shopping agents work, why blanket blocking costs revenue, and how to tell the three kinds of automated traffic apart.

Bot Orders on Shopify: How Carding, Inventory Abuse, and Fake Orders Hit Your Store

Bot Orders on Shopify: How Carding, Inventory Abuse, and Fake Orders Hit Your Store

Every bot order bills you three times — inventory, operations, chargebacks — on three different timelines. How the attack works on Shopify, and what to fix today for free.

Card Testing on WooCommerce: Dissecting and Stopping It Without Affecting Real Customers

Card Testing on WooCommerce: Dissecting and Stopping It Without Affecting Real Customers

Card testing succeeds the moment a card reaches your gateway — and Visa now counts every probe against you, approved or declined. The attack from the inside, and the defense that maps to it.

Gemini Security Is Now Kairal: A New Name for a Bolder Mission

Gemini Security Is Now Kairal: A New Name for a Bolder Mission

We're rebranding from Gemini Security to Kairal — a new identity that's uniquely ours, built to stand out in the cybersecurity market without brand confusion.