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cloudzero

How to measure AI ROI: metrics and a framework finance can actually run

Aug 5, 2026 By Lyne Carolyne In CloudZero
To measure AI ROI, compare attributable value (revenue lift, cost savings, engineering time recovered, risk reduction) against fully loaded AI spend (API usage, subscriptions, infrastructure, people time) at the unit level: per initiative, per team, per task. The formula is simple. The instrumentation is the hard part, and it's where most organizations are failing: in CloudZero's 2026 survey, 34% of finance leaders couldn't produce a credible ROI number at all.
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logz.io

Open 360 AI's chat is now powered by OrionIQ

Aug 5, 2026 By Gavriel Mor In logz.io
OrionIQ’s agentic investigation is now built into Logz.io Open 360 AI. Ask a question and OrionIQ investigates across your telemetry, shows its work as it goes, links every finding back to the exact query behind it, and tells you how much to trust the answer. Today we’re bringing OrionIQ Chat into Open 360 AI. This is the first OrionIQ product to ship inside the Logz.io platform, and it’s the same agent that powers the standalone OrionIQ app, now available right where you already work.
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harness

Chaos Hub in docs, Prompt Library for MCP: what's new in Resilience Testing | Harness Blog

Aug 5, 2026 By Pritesh Kiri In Harness
The latest Resilience Testing documentation update brings Chaos Hub directly into the docs, making it easier to discover and use fault, probe, and action templates. It also introduces a Prompt Library with ready-to-use AI prompts for Harness MCP, helping teams run resilience workflows faster using natural language.
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harness

AI SAST Explained: Why Traditional Application Security Is Reaching Its Breaking Point | Harness Blog

Aug 5, 2026 By Nicole Morgan In Harness
AI has fundamentally changed software development. Developers are writing more code than ever. AI coding assistants can generate features, tests, documentation, and infrastructure configurations in minutes. Engineering organizations are seeing meaningful productivity gains as AI becomes embedded throughout the software development lifecycle. But there is a catch. Security teams now face a difficult reality: application security was already struggling to keep pace with software delivery before AI arrived.
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Just ask AI to add OpenTelemetry to your code

Aug 5, 2026 By Cortex | Engineering Operations Platform In Cortex
OpenTelemetry instrumentation used to mean hours of manual work, wiring up metrics service by service. Now you can just ask for it. Tell an AI agent what you're trying to observe, something like "add OpenTelemetry so I can track this application's performance," and it turns that into an intent specification, then enriches your existing code with instrumentation to match. OpenTelemetry is open source and on GitHub. Pairing it with an AI agent that actually understands your codebase is what turns "add some metrics" into instrumentation that's useful.
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How the UK Conveyancing Process Can Be Automated and Streamlined Using Digital Tools

How the UK Conveyancing Process Can Be Automated and Streamlined Using Digital Tools

Aug 5, 2026 By OpsMatters In OpsMatters
Buying or selling a home has historically been a waiting game filled with massive paper trails, slow posts, and constant phone chasing. Fortunately, the UK property market is undergoing a significant shift as innovative digital tools replace archaic workflows.
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manageengine

Enterprise AI isn't broken; your data is broken

Aug 4, 2026 By Nandini Malhotra In ManageEngine
A friend who runs data engineering at a mid-sized logistics company once showed me something that made me laugh, and then made me a little sad. Her team spent four months building a chatbot that was supposed to answer simple questions like "how many shipments are delayed in the Chennai warehouse right now." The bot worked beautifully in the demo. Then someone asked it a real question, and it confidently returned a number that was off by almost a factor of ten. Not because the model was dumb.
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The AI Hack Nobody Told You About

Aug 4, 2026 By Harness In Harness
AI agents are now hacking on their own — and it already happened to two of the world's biggest AI labs. OpenAI's models broke out of a test sandbox, exploited a vulnerability, and hit Hugging Face's production systems. Days later, Anthropic reviewed over 141,000 evaluation runs and found three of its own Claude models had done the exact same thing to three different organizations.
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