AWS Previews FinOps Agent for Cost Analysis and Optimization
Amazon has released AWS FinOps Agent in public preview, a managed service that automates several common FinOps workflows. The agent can investigate co…
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Public cloud vs. on-prem: Summit on where each workload belongs
We’re more than 20 years past the launch of AWS, the starter gun for the shift of compute and storage The post Public cloud vs. on-prem: Summit …
Kubernetes teams trust automation to ship code but not to touch CPU, and AI is raising the stakes
Kubernetes teams automate deployments without thinking about it. CI/CD pipelines fire dozens of times a day, autoscaling adjusts replicas in The post …
Inside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale
Atlassian details the Forge billing platform built for usage-based pricing across its cloud ecosystem. It processes large-scale usage events with corr…
This AI agent startup ditched Anthropic for DeepSeek — and says it’s saving millions
The biggest blocker to sustainable AI deployment has emerged as inference cost. GitHub recently abandoned its flat-rate Copilot subscription in The po…
The tokenmaxxing party is over, and Revenium is mopping up
For the past 18 months, the corporate approach to artificial intelligence has been a gold rush. The mandate was simple: The post The tokenmaxxing part…
How AI is solving the memory crunch it created
Memory has replaced compute as a primary constraint for modern tech teams. A perfect storm of hardware architecture limitations, semiconductor The pos…
The fix for soaring AI cloud bills exists — so why won’t we trust it?
To hear Yasmin Rajabi, chief operating officer at CloudBolt, tell it, there’s an imbalance in how we view automation. We’re The post The f…
GitHub Slashes Agent Workflow Token Spend up to 62% with Daily Audits and MCP Pruning
GitHub reports cutting token costs in agentic CI workflows by up to 62% by pruning unused MCP tools, swapping some MCP calls for gh CLI, and running d…
“Tokenmaxxing is real, expensive & it’s spreading”: New tools emerge to stop AI budgets from exploding
There’s a new weapon in the fight against tokenmaxxing. Tokenmaxxing, of course, occurs when an enterprise decides that AI token The post “…
Taming the agentic influx: a blueprint for AI business observability
Kin Lane, API industry analyst and co-founder of Naftiko, believes that the bill for AI is coming soon. It’s arriving The post Taming the agenti…
Why enterprise AI needs customization
Most organizations are approaching AI adoption the same way they once bought enterprise software: pick a vendor, standardize on a The post Why enterpr…
The new FinOps problem isn’t cloud bills
At Google Cloud Next this month in Las Vegas, The New Stack sat down with Finout co-founder and CEO Roi The post The new FinOps problem isn’t cl…