Systems | Development | Analytics | API | Testing

dreamfactory

The AI Supply Chain Is Now Critical Infrastructure: Lessons from the TeamPCP Campaign That Hit Trivy, Checkmarx, and LiteLLM

Mar 24, 2026 By Kevin McGahey In DreamFactory
In the span of five days in March 2026, a single threat actor—TeamPCP—compromised a vulnerability scanner (Trivy), a code analysis platform (Checkmarx), and the most widely used LLM proxy in the Python ecosystem (LiteLLM). The attack chain was surgical: each compromised tool provided credentials to attack the next target.
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testhouse

One untested D365 update, $8M in mis-posted revenue - proof that evergreen updates are not evergreen without QA.

Mar 24, 2026 By Testhouse In Testhouse
A routine Dynamics 365 Finance & Operations evergreen update introduced “Ledger Posting Logic Enhancements.” No alarms were raised. The system ran smoothly. But behind the scenes, something changed. Revenue postings—critical to how the business understands its performance—started flowing into incorrect accounts and dimensions due to an interaction with custom logic. No crashes. No errors. Just silent misclassification.
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keboola

Build a Data Input App with Kai

Mar 24, 2026 By Keboola In Keboola
This is a Data App that collects structured product submissions from a team, validates them, queues them for approval, and writes approved entries directly to a Keboola table. I built it with Kai in one conversation. No Google Sheets. No broken column headers. No emailing CSVs. If you've ever needed your team to submit structured data - new products, budget inputs, campaign briefs, vendor details - and the spreadsheet approach keeps falling apart, keep reading.
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ClearML

Full Autonomy, Full Security: ClearML and SUSE k3k Bring Virtual Kubernetes Clusters to Enterprise AI

Mar 24, 2026 By ClearML In ClearML
Kubernetes has become the de facto substrate for enterprise AI infrastructure. Its ability to handle complex, long-running workloads, self-healing capabilities, and rich ecosystem of GPU operators, storage drivers, and networking tools make it the natural platform for organizations scaling AI beyond the lab.
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xray

How to Easily Build Automation Scripts with Xray's AI Test Script Generation

Mar 24, 2026 By Mariana Santos In Xray
Test automation is widely recognized as essential to modern delivery; it enables faster feedback, supports CI/CD practices, and increases release confidence. Yet in many organizations, automation growth lags behind development velocity. The reason is rarely a lack of intent. It’s the effort required to convert validated manual tests into automation scripts.
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thoughtspot

Introducing Native Spreadsheets in ThoughtSpot

Mar 24, 2026 By Peeyush Vardhan In ThoughtSpot
Every analyst has been there: Deadline looming, data in hand, and a BI tool that either requires a workflow you haven't learned or a colleague you can't reach. So you open Excel. It's familiar, it's flexible, and it works right now. So that's where the work happens—and now where insight stays, ungoverned and invisible to your team, your analytics stack, and your agents.
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alphabin

FinTech QA Services for Secure, Scalable & Compliant Financial Applications

Mar 24, 2026 By Pratik Patel In Alphabin
In 2012, Knight Capital Group lost $440 million in just 45 minutes. The cause? A software deployment error that no one caught during testing. There was no rollback plan. By the time engineers found the issue, thousands of wrong trades had already been executed. This is not a small startup mistake. This happened to a billion-dollar company with a full engineering and QA team. This is exactly why FinTech QA Services are so important. In normal software, a bug might only affect user experience.
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antino

How AI, IoT, and Data Are Powering Retail Digital Transformation?

Mar 24, 2026 By Radhakanth Kodukula In Antino
Have you noticed how quickly the retail industry is changing? It's all thanks to digital transformation, which is happening at an incredible pace. We bet you're curious about why this shift is happening and what's driving it. Don't worry, you're not alone in your questions. Many people are wondering about the same thing. With each passing day, we see new technologies and IT solutions being adopted by retailers to stay ahead of the competition and offer better user experiences.
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Josh Vignona on Leadership, Global Perspective, and Why Travel Is His Lifelong Classroom

Josh Vignona on Leadership, Global Perspective, and Why Travel Is His Lifelong Classroom

Mar 24, 2026 By SystemsDigest In SystemsDigest
Josh Vignona has built his career the way some executives build portfolios: geographically diversified, culturally informed, and deliberately expansive. Known professionally as both Josh Vignona and Joshua Vignona, he has shaped his leadership philosophy not from a single headquarters, but from airports, boardrooms, and city streets across the United States and abroad. From New York City to India, from Tampa to South Korea, Vignona's professional life has been defined by movement. Not as a perk, but as a practice.
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speedscale

FastAPI Testing: Mock LLM APIs for Free

Mar 23, 2026 By Ken Ahrens In Speedscale
Testing a FastAPI app that calls OpenAI, Anthropic, or Gemini gets expensive fast. The problem is not just the API bill in production. It is all the repeated traffic in development: prompt tweaks, CI runs, regression checks, and the load tests you keep putting off because every run burns tokens. Hand-written mocks do not help much once the app is doing multi-step LLM work.
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