What Is EvalOps? The Practice Every AI Product Team Needs Before Shipping

What Is EvalOps? The Practice Every AI Product Team Needs Before Shipping

Let’s imagine that you ship an AI product that nails every demo. Your team runs it through its paces before launch, and the outputs look sharp, so you ship with confidence. However, two weeks later, a customer sends you a screenshot of a response that is factually wrong, confidently stated, and completely at odds with what the same product said the day before. That could be a serious blow to your reputation, and you absolutely cannot afford to lose customer trust.
LLM Testing Checklist: A Pre-Launch Guide

LLM Testing Checklist: A Pre-Launch Guide

Air Canada lost a court case because its chatbot invented a refund policy. The tribunal ruled the airline had to honor what the bot promised. Klarna reversed its AI-first customer service strategy after its chatbot delivered worse service than humans, and started rehiring agents. Both stories made headlines because the underlying problem was the same. A large language model shipped into production without the QA process the technology actually needs.
Testing Multi-Agent AI Systems: How to Catch Handoff Failures Before They Reach Users

Testing Multi-Agent AI Systems: How to Catch Handoff Failures Before They Reach Users

Multi-agent AI systems sell a tempting vision: autonomous agents collaborating like a seasoned human team. In theory, this setup allows a specialized researcher agent to gather data, a writer agent to draft a report, and an editor agent to finalize it, all seamlessly communicating in the background.
API Performance Testing: 7 Bottlenecks We Find in Every Audit

API Performance Testing: 7 Bottlenecks We Find in Every Audit

Is your API not performing as expected? Are issues piling up, and you have no idea why, because it passed every test your team threw at it?
Microservices Performance Testing: Why Your Bottleneck Is Almost Never the Service You Think

Microservices Performance Testing: Why Your Bottleneck Is Almost Never the Service You Think

Let us face the harsh reality of the modern digital landscape. If your application goes down during a peak traffic event, you are not just losing a few conversions. You are burning through money and customer trust by the second. According to ITIC’s 2024 Hourly Cost of Downtime Survey, 90% of mid-size and large enterprises now lose more than $300,000 per hour of downtime, and 41% lose between $1 million and $5 million per hour.
Flaky Tests: Why They Happen and How to Actually Fix Them

Flaky Tests: Why They Happen and How to Actually Fix Them

Your CI pipeline turns red, someone clicks rerun, and the build comes back green on the second try. The PR ships, and nobody asks why the test failed the first time, because the team already has the answer ready: “it was flaky.” If this happens once a week, you have a problem worth naming.
Visual Regression Testing Checklist Your QA Team Actually Needs

Visual Regression Testing Checklist Your QA Team Actually Needs

Your functional tests are green. Unit tests pass. You deploy on Friday. Monday morning, the support queue is on fire: the pricing page is broken on Safari, the checkout button hides behind a promo banner on mobile, and the settings modal clips on tablets.
Google Play Age Verification 2026: What the New State Laws Mean for Your App

Google Play Age Verification 2026: What the New State Laws Mean for Your App

If you develop Android apps, your compliance to-do list just got longer. A wave of US age verification laws is forcing Google Play to rethink how apps reach younger users — and your development roadmap needs to reflect that.
MiCA Compliance Checklist: A Practical Guide for Crypto Businesses

MiCA Compliance Checklist: A Practical Guide for Crypto Businesses

MiCA is live, the deadlines are fixed, and regulators are ready to enforce, with fines reaching €20M or 5% of global revenue for non-compliance. For any crypto product operating in the EU or serving EU clients, “wait and see” becomes a liability. With ESMA’s 2025 MiCA Implementation tightening the rules around custody safeguards, incident reporting, and operational resilience, the bar is clear, and it’s high.
dora_compliance_checklist-review-checklist

DORA Compliance Checklist: EU’s Regulation for Finance Vendors Explained

Cyber threats are evolving rapidly, as they are powered by technology, like everything else in our increasingly digital world. With data being the most valuable resource, it’s no wonder that governments establish ever stricter rules for ICT (Information & Communication Technology) security and data protection. The Digital Operational Resilience Act, or DORA, is the EU’s recent set of regulations for ICT risk management by financial entities.