Systems | Development | Analytics | API | Testing

How SoftComply and Xray Enable Risk-Based Testing in Jira Cloud

For organizations developing regulated products, risk management and testing are closely connected. Every identified risk must be assessed, mitigated, verified, and documented to support compliance requirements and release decisions. Yet these activities often happen in separate systems. Risk assessments may live in dedicated risk management tools or spreadsheets, and testing is usually managed elsewhere.

Why Your Customers Hate Your Analytics (and What To Do About It)

Monthly active user rates stuck at 23%. A Slack message about another client who can't find the data they need. A support ticket your team has started to joke about: “Can you export this to Excel?” Once upon a time, embedding dashboards inside your product was a differentiator. Today, this is what the feedback looks like when your analytics stop working. AI agents can now respond to complex questions with meaningful insights in seconds.

How AI Agents Actually Work in Testing: Inside True Platform's Agentic Workflow

"Agentic" is the word of the year in software marketing. Every product that sends an automated email is agentic now. Every tool with a chatbot interface is powered by AI agents. The term has been stretched to the point where it tells you almost nothing about what a product actually does.

8 Data Integration Platforms for Lending and Credit Fintechs (2026)

Lending and credit fintechs sit at the intersection of two hard problems: moving sensitive financial data fast enough to make timely credit decisions, and keeping that data secure enough to satisfy regulators, auditors, and enterprise security teams. The platforms that work for this use case share three traits. They replicate data with latency low enough to feed risk scoring models.

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.

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.

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.

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.

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.

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.