Systems | Development | Analytics | API | Testing

Unlock 100% of Your Data: Cloudera's Data-Anywhere Approach

Apr 22, 2026 By Cloudera, Inc. In Cloudera
Discover how Cloudera fits into your data strategy, rather than forcing you to change your strategy to fit a specific technology. In this video, we explore Cloudera’s "data anywhere" approach that operates wherever your data resides—whether in a cloud data center or at the edge. Unlike other platforms, Cloudera fits into your data strategy. That means we're helping you unlock and control 100% of your data.
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loadfocus

How to Create Realistic Load Testing Scenarios for E-Commerce Websites in 2026

Apr 22, 2026 By LoadFocus In LoadFocus
Many e-commerce teams leave load testing feeling reassured, only to watch their sites falter when real customers arrive. This gap stems from traditional testing methods that generate misleading results, often concealing the actual risks beneath the surface.
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InsightSoftware

Database Schema Design: Why Your Customers Can't Query Your Data (and How to Fix It)

Apr 22, 2026 By InsightSoftware In InsightSoftware
If you’re building a SaaS platform or data product, it’s important to consider what BI tools your customers are already using. They want to connect Tableau, Power BI, Logi Symphony, or their own analytics stack directly to your data. They want SQL access, and to query your platform the way they query everything else. But expectations don’t quite meet reality once as tickets start flooding in.
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dreamfactory

AI Connection Pooling Best Practices | DreamFactory

Apr 22, 2026 By Nic Davidson In DreamFactory
Key takeaways: For AI workloads, pooling must handle long connection hold times and heavy traffic. DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough. Combined with tools like PgBouncer, these solutions free connections faster and improve scalability. Simple tweaks, such as segmenting pools and setting timeouts, can boost efficiency.
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tricentis

Why traditional QA metrics fall short as AI enters the pipeline

Apr 22, 2026 By Kateryna Gandzeichuk In Tricentis
Take this scenario: Your team ships a release with 91% code coverage. Every test in the suite passes. The pipeline is green, and leadership signs off. But two days later, a critical defect surfaces in production. Upon investigation, you find that the changed code was never actually tested, and the tests that were run covered different paths entirely. That 91% was real, but it was just measuring the wrong thing. And as AI tools generate more of the code inside those pipelines, the gap widens.
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yellowfin

On-Prem and Private Cloud Deployment Models for Analytics

Apr 22, 2026 By Hagop Panosian In Yellowfin
Leadership keeps asking for more dashboards, faster answers, and tighter compliance. The data team hears a different message: do more with the same staff (or, fewer). That is where the difficulty evaluating on-prem and private cloud deployment models for corporate data analytics and visualization solutions starts to bite.
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perforce

How Redundant Data Storage May Be Hurting Both Your Bottom Line and the Environment

Apr 22, 2026 By Perforce In Perforce
Unaccounted data copies within non-production environments can make enterprises vulnerable to cyber theft. Non-production environments — which are often less secure than production environments — are treasure troves for hackers seeking to steal customer data. How many copies of test data are currently floating around your organization’s non-production environments?
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thoughtspot

Why Enterprise AI Can Get the Query Right and the Answer Wrong

Apr 22, 2026 By Antonio Scaramuzzino In ThoughtSpot
Most teams deploying AI agents on their data are watching the wrong things. They check whether the query ran and whether the number looks plausible. When both checks pass, the agent gets credit for a correct answer, and the output flows into dashboards, decisions, and the next agent in the chain. There's a gap between those two checks and actual correctness, and it's where the expensive mistakes live. Getting to a correct answer requires more than a formally valid calculation.
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IBM Vault Alternatives to Consider in 2026

IBM Vault Alternatives to Consider in 2026

Apr 22, 2026 By SystemsDigest In SystemsDigest
HashiCorp Vault (now also referred to as IBM Vault or IBM HCP Vault) has been a default secrets management choice in engineering-heavy organizations for nearly a decade. However IBM's acquisition of HashiCorp has prompted a wave of reassessment and led to consideration of other tools like SplitSecure which are likely more cost effective for most orgs. . IBM has a mixed record of supporting acquired products over the long term. Roadmap direction, licensing changes, and support responsiveness are all open questions for customers planning multi-year deployments.
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