The Linux Foundation announced the intent to launch the Tokenomics Foundation, a new open-source initiative to establish standards and benchmarks for AI infrastructure cost management. The foundation …
A Cast AI report reveals the average Kubernetes cluster uses only 8% of its paid CPU, highlighting the need for Kubernetes FinOps. The practice combines cost allocation, optimization, and governance t…
Costory rebuilt its FinOps MCP server after discovering that exposing internal API endpoints as tools confused the LLM. The model ignored a dedicated period-comparison tool and instead called the cost…
A new Kubernetes cost optimization checklist reveals that average CPU utilization across production clusters is only 8% in 2026, down from 10% the prior year, with 69% of clusters over-provisioning CP…
Snowflake is embedding AI into its cost management tools to help FinOps teams govern AI-driven workloads, addressing the top priority of managing AI spend as 98% of FinOps teams now oversee AI costs. …
Kubernetes cost optimization removes waste through technical actions like rightsizing pods and adopting Spot instances, while cost management provides ongoing visibility, allocation, and governance. A…
The Linux Foundation announced on June 3, 2026, its intent to launch the Tokenomics Foundation, dedicated to open standards for AI cost management, with support from Google, Microsoft, Oracle, JPMorga…
Uber burned through its entire 2026 AI budget in four months, driven by widespread use of AI coding tools like Claude Code across the organization, not by a single moonshot project. Leaked audio from …
Major corporations including Uber, Amazon, and Walmart are rationing AI tool usage after inference costs consumed annual budgets months ahead of schedule. Uber exhausted its entire 2026 AI budget by A…
Token prices for large language models dropped roughly 80% between 2025 and 2026, but engineering teams are seeing AI bills explode due to the Jevons paradox—cheaper tokens drive much higher usage, es…
The Linux Foundation launched the Tokenomics Foundation on June 3, 2026, to establish open standards for measuring and governing AI token spend, addressing a crisis where enterprises like Uber and Mic…
A developer built gh-aw-fleet consumption to track GitHub Copilot AI credit usage across multiple repositories after GitHub moved Copilot to usage-based billing on June 1. The tool aggregates credits …
The Linux Foundation announced plans to launch the Tokenomics Foundation, a new open-industry body to establish standards, benchmarks, and best practices for the economics of AI infrastructure. The fo…