Systems | Development | Analytics | API | Testing

Real-Time Fraud Detection Pipelines: How Fintechs Use ETL for Streaming Data

Your fraud detection system analyzes yesterday's transactions while criminals steal millions today. Financial institutions lose an estimated $33 billion annually to card fraud alone, much of it preventable with real-time detection capabilities. Traditional batch processing that analyzes data hours or days after transactions occur simply cannot keep pace with sophisticated fraud schemes exploiting the settlement window gap.

How Product Teams Close Engineering Gaps Without Long Hiring Cycles

A product roadmap rarely stalls because the whole team is stuck. It stalls because one person is. Picture a release that depends on a payment integration, a real-time feature, or a migration to a framework nobody in-house has shipped before. The rest of the work is ready. But that one gap sits in the critical path, and everything downstream waits behind it.

Automating the Embodied AI Pipeline: A ClearML and Dell Robotics Proof of Concept

Training models for physical robots is harder than training a typical model. The data has to be collected by hand through teleoperation, every change has to be tested on real hardware, and the loop from data to deployment runs constantly. In a recent proof of concept with a Singapore government agency, ClearML, Dell Technologies, and Hugging Face’s LeRobot framework turned that high-touch, manual process into an automated pipeline.

Debug logging for web and mobile apps

Debug logging is a particular form of logging that records detailed information about how an application behaves during execution, so we can identify, understand, and fix issues. This guide will give you a rookie-to-pro guide to debug logging, showing you: By the end, you will have a clear, practical approach to using debug logs effectively in real applications.

Predicting Build Cache time savings with Quick Connect

‍Build Cache can meaningfully shorten CI feedback loops, but only if it’s connected to workflows where it’ll actually make a difference. So how do you figure out which workflows will benefit? That’s the part that’s been easy to get wrong — until now. Quick Connect is a new feature that takes the guesswork out of estimating time savings: it looks at your last 30 days of build data and surfaces the workflows that will benefit themost from caching.

Investor Serhii Tokarev spoke about the launch of the free BigMat platform for school pupils, which explains complex mathematical topics in simple terms

The 2025 National Multi-Subject Test (NMT) revealed that 12% of school graduates failed to meet the threshold in the mathematics section: they were unable to solve problems at the 5-6th grade level. Having analysed the main reasons for this outcome, online education studio EdEra, together with Tokarev Foundation, developed BigMat, a free platform offering accessible math education for schoolchildren, which is launching in pilot mode. This was announced by investor and IT entrepreneur Serhii Tokarev.

Best 5 Sandboxing Environment Solutions of 2026

Sandboxing has become one of the most practical ways for organizations to reduce risk while accelerating software development, technical training, product evaluation, and security testing. Rather than allowing users to interact directly with production systems, sandbox environments provide isolated spaces where applications, configurations, and workflows can be explored safely.

5 Essential Features to Look for in a Cloud Testing Platform (2026 Checklist)

Selecting a cloud testing platform is a high-stakes decision for IT managers and QA leads. The market is crowded with vendors touting AI, speed, and integration, but the real test is whether a platform delivers the core capabilities your team genuinely needs. Begin by defining your non-negotiables – features that are essential for your workflows and compliance requirements.

Schedule recurring load tests, and get alerted only when performance breaks

Performance rarely breaks on the day you run a load test. It breaks three deploys later, on a Tuesday, when nobody is looking. LoadFocus can now run your load tests for you on a recurring schedule, and email you only when a run actually starts failing. Set it once, and let it watch your app.

The API tests passed. The database didn't.

We shipped v2 of a small products API on a Thursday. Green CI. Green replay. The new search endpoint worked. I went home feeling competent. Friday morning I ran the same traffic against both builds with proxymock and compared the SQL. v2 had added 80 queries on the same HTTP script. A per-product audit COUNT was firing inside the list handler. A startup migration had run ALTER TABLE and CREATE TABLE audit_log. Total DB time was up 70 ms on a demo that should have been boring.