Operations | Monitoring | ITSM | DevOps | Cloud

Kling AI pricing in 2026: plans, credit costs, API packages, and the spend no invoice shows

Kling AI pricing runs from a free tier of 66 daily credits to a reported $180 per month, with annual billing about 34% cheaper. Kling 3.0 bills per second: 6 to 12 credits for standard resolutions and 30 for native 4K. The API sells separate prepaid packages from $9.80 to $7,560.

Token-based pricing: how AI usage billing works (2026)

Token-based pricing charges for AI by the volume of text a model processes, metered separately for input tokens (what you send) and output tokens (what the model returns). As of 2026, OpenAI, Anthropic, and Google all bill their APIs this way, and the model is spreading into enterprise chat products. Bills scale with usage rather than seats.

Unit Economics & AI Cost Review: What's New in Turbo360 v5.4

Move the FinOps conversation from what you spend to the value you get back. Unit Economics puts your own KPIs next to Azure cost so you can talk in margin, not just bill. New holistic trackers prove what your reservations and schedules are really saving, an AI Cost Review agent turns "how are we doing?" into a full analysis in about a minute, and rightsizing now reaches your Log Analytics workspaces.

Using AI to Govern AI: Why Security Needs to Operate at Machine Speed

What caught my attention in the recent OpenAI and Hugging Face incident wasn’t any one exploit. It was the way the models could keep progressing across systems, combining techniques and acting with a level of speed and persistence that changes how security teams need to operate. The incident emerged during internal cybersecurity evaluations in July 2026.

New Alerts module, smarter workflows, AI-powered assistance, and more!

In this edition of ServiceDesk Plus Premiere, our product experts take you through the latest updates across both ServiceDesk Plus Cloud and On-Premises, with enhancements designed to make everyday IT service management more efficient. For ServiceDesk Plus Cloud, we’ll explore the new Alerts module, enhanced criteria-based workflow routing, Resolution Assist powered by similar resolved requests, and asset discovery enhancements that bring greater visibility into the security components of Windows assets.

Building an AI-Powered Time Series Dashboard for Data Center Ops

AI demand is pushing data centers to get bigger, denser, and more distributed, while the data that runs them still often sits in different systems, slowing down operations and hampering efficiency. By leveraging a time series database like InfluxDB to create a single, unified telemetry layer, you can simplify your data stack, comfortably handle the high volume of data, and solve problems faster and more efficiently, helping to minimize waste and maximize efficiency, saving time, electricity, equipment, and money.

Platform engineering in the age of AI

94% of engineering leaders say their AI metrics are missing. Here's how platform engineering is changing to close that gap. Based on the InfoQ webinar "Platform Engineering in the Age of AI," featuring panelists from Harness, DKB, and Shine, August 18, 2026. 94% of engineering leaders say the AI metrics that matter most to them are missing.