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ScienceLogic

The New Economics of Enterprise AI: Why Small Models Win Where It Matters

Apr 22, 2026 By ScienceLogic In ScienceLogic
For years, progress in AI was equated with scale. Larger models, broader parameter counts, and increasingly complex cloud architectures were treated as signals of advancement. In enterprise operations, however, scale alone does not determine success. Economics does. As AI becomes embedded in operational workflows, organizations are discovering that model size is less important than cost stability under continuous load. AI-driven operations do not run in bursts. They run constantly.
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sumologic

Join operator and Query Agent for smarter log analysis

Apr 22, 2026 By Duane DeCapite In Sumo Logic
Sumo Logic’s log analytics capabilities have always provided the greatest insights to help you secure, monitor and troubleshoot your environment. Now, with our Query Agent, as part of Dojo AI, creating optimized log searches with natural language is even easier. Query Agent works with a wide variety of operators, including the join operator, for parsing, aggregation, data transformation, filtering, advanced analysis and lookup.
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Episode 10 - How I Learned to Stop Worrying and Love AI

Apr 22, 2026 By Digitate In Digitate
Are we still in the first chapter of AI, and mistaking it for the whole story? In this episode of The Intelligent Enterprise, host Tom Stoneman zooms out from the headlines to explore where we really are in the AI journey. He’s joined by journalist and independent analyst Joe McKendrick, who has spent decades documenting how emerging technologies reshape business and society. As co-chair of the AI Summit in New York and a senior contributor to Forbes and ZDNet, Joe brings the perspective of someone who understands how these stories unfold over time.
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influxdata

How to Use Time Series Autoregression (With Examples)

Apr 22, 2026 By Charles Mahler In InfluxData
Time series autoregression is a powerful statistical technique that uses past values of a variable to predict its future values. This approach is particularly valuable for forecasting applications where historical patterns can inform future trends. In this hands-on tutorial, you’ll learn how to implement autoregressive (AR) models using Python and see how InfluxDB can enhance your time series analysis workflow.
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upsun

Anything but that cloud

Apr 22, 2026 By Upsun In Upsun
"Anything but that cloud." I asked why. "Our biggest customer is a giant retailer," he said. "That hyperscaler's parent company is the retailer's biggest competitor. So our customer refuses to do business with anyone who uses that cloud. We use that cloud, we lose our biggest customer. Full stop." That was the entire conversation about cloud choice. It wasn't a technical preference. It wasn't a pricing optimization. It wasn't a sovereignty concern.
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civo

Geopatriation in India: Why data residency is a boardroom illusion

Apr 22, 2026 By Emma Kinsey-Coates In Civo
In 2026, a new term has infiltrated Indian boardroom discussions: Geopatriation. Coined by Gartner as a top strategic technology trend for 2026, geopatriation is the deliberate relocation of workloads and applications from global cloud hyperscalers to regional or sovereign alternatives in response to geopolitical risk. While the previous decade was defined by a cloud-first approach, the current landscape is defined by the need for sovereignty.
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harness

Beyond the Big Bang: De-risking Cloud Migrations with Progressive Delivery | Harness Blog

Apr 22, 2026 By Dewan Ahmed In Harness
At 2 am, your migration goes live. By 2:07, error rates spike, and rollback isn’t an option. Cloud migrations, API rewrites, and architecture transformations rarely fail because of bad code. They fail because of how that code is released. Most teams still rely on a “big bang” cutover where infrastructure, services, and user-facing changes go live at once. This concentrates risk into a single moment.
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harness

How to Install Terraform for Secure and Scalable Infrastructure Automation | Harness Blog

Apr 22, 2026 By Mrinalini Sugosh In Harness
If your Terraform install is insecure or inconsistent, it can quickly slow down your delivery. A single compromised file or a misconfigured backend can stop deployments for many services. Teams that set up Terraform correctly from the start can scale easily and avoid compliance issues.
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harness

An Introduction to Disaster Recovery Testing: What You Need to Know in 2026 | Harness Blog

Apr 22, 2026 By Pritesh Kiri In Harness
Businesses today run on computers, cloud systems, and digital tools. One big failure can stop everything. A cyber attack, a power outage, or a software glitch can shut down operations for hours or days. Disaster recovery testing is how you prove you can restore critical services when the unexpected happens. 
 In 2026, with hybrid and multi-cloud estates, distributed data, and tighter oversight, this is not a once-a-year fire drill.
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