Operations | Monitoring | ITSM | DevOps | Cloud

3 Things Leaders Must Know About Scaling AI

Jul 22, 2026 By Ivanti In Ivanti
AI is moving faster than ever, but is your governance keeping up? In this video, Brooke Johnson, Ivanti’s Chief Legal Counsel and SVP of People and Security, breaks down the critical gap between AI adoption and responsible scaling. While speed is rarely the issue, trust and accountability are becoming major roadblocks for IT teams. We explore why nearly 70% of IT pros have witnessed AI hallucinations and how unclear ownership can stall even the most advanced AI initiatives.
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cloudzero

AI ROI is not an engineering metric

Jul 22, 2026 By Brady Lenahan In CloudZero
I spend most of my week talking to companies about AI ROI. A few months ago, that was still a weirdly specific conversation. Now it’s everywhere. CloudZero spends a lot of time in that conversation, so I’m glad the market is talking about it. But the conversation tends to start, and stall, in the wrong place. There are two ideas I keep coming back to: That doesn’t mean developer productivity is fake. It’s very real.
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Why enterprise buyers choose Altamira for AI and custom software delivery

Why enterprise buyers choose Altamira for AI and custom software delivery

Jul 22, 2026 By OpsMatters In OpsMatters
Enterprise software buying has changed. A few years ago, most companies picked a vendor based on hourly rates and a portfolio page. The stakes are higher now, especially where AI is involved. Gartner predicted that at least 30% of generative AI projects would be abandoned after proof of concept by the end of 2025, mostly due to poor data quality, unclear business value, and rising costs. With failure rates like that, choosing an AI software development company is a risk decision, not a procurement task.
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The Best AI App Builders for Small Businesses in 2026

The Best AI App Builders for Small Businesses in 2026

Jul 22, 2026 By OpsMatters In OpsMatters
TL;DR: The best AI app builder for small businesses in 2026 is Jotform AI App Builder for end-to-end workflow automation. Lovable is best for customer-facing web apps, Softr for portals, Glide for field operations, Adalo for native mobile apps, and Base44 for custom AI web apps. Small businesses rarely need an app in the abstract. They need a faster way to handle bookings, orders, client intake, approvals, inspections, payments, documents, and follow-up.
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Cloud 66

Security at Scale: What Changes When Everyone Can Deploy using AI

Jul 21, 2026 By Kelley Schultz In Cloud 66
In our first series post, The New Software Creator, we mapped out a structural shift in the industry: AI is turning non-technical team members into creators of software. In our second post, When Anyone Can Build Software, Deployment Governance Is What Keeps It Safe, we argued that deployment is the single control layer that can secure this explosion of output without choking innovation.
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Your AI agents are lost: give them a graph

Jul 21, 2026 By Rootly In Rootly
The biggest limitation facing enterprise AI agents may not be the model. It may be the context surrounding it. Anthony Alcaraz, Senior AI/ML Portfolio Growth Manager at AWS and co-author of O'Reilly's *Agentic GraphRAG*, joins Humans of Reliability to explain why reliable agents need more than a vector database and a large context window. They need structured knowledge they can navigate, memory they can prune, constraints they can follow, and feedback loops that help them improve.
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harness

Introducing AI Agent Deployment in Harness Continuous Delivery | Harness Blog

Jul 21, 2026 By Akshit Madan In Harness
‍Teams building agents have converged on something that looks a lot like the software development lifecycle, but reshaped around a system whose output isn't deterministic: prototype an agent against a framework, evaluate it against a dataset of expected behavior, deploy it somewhere real, observe how it behaves against live traffic, and feed what you learn back into the next prototype. Call it the agent development lifecycle (Agent DLC).
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